Reset training subject: 679325829110 Reset training subject: 682697382724 Adding measurement 28563cd3 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=27.79643873171881;dx=-2.1782818563999307E-5 New Minimum: 27.79643873171881 > 27.79633406130597 END: th(2.154434690031884)=27.79633406130597; dx=-1.8856439857553484E-5 evalInputDelta=1.0467041283845901E-4 Fitness changed from 27.79643873171881 to 27.79633406130597 Iteration 1 complete. Error: 27.79633406130597 Total: 16.1612; Orientation: 0.0336; Line Search: 6.3464 Iteration 1 ![Iteration 1](etc/0f996c3a-433e-462a-9c6f-bf606f7e5b57.jpg) Adding measurement 29b55d28 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=27.79633406130597;dx=-2.0566987650907604E-5 New Minimum: 27.79633406130597 > 27.79610067536123 WOLFE (weak): th(4.641588833612779)=27.79610067536123; dx=-2.2183518534905532E-5 evalInputDelta=2.333859447389841E-4 New Minimum: 27.79610067536123 > 27.79586656833999 WOLFE (weak): th(9.283177667225559)=27.79586656833999; dx=-2.1166346049302847E-5 evalInputDelta=4.6749296598136425E-4 New Minimum: 27.79586656833999 > 27.794949556235224 WOLFE (weak): th(27.849533001676676)=27.794949556235224; dx=-1.958516736592457E-5 evalInputDelta=0.001384505070745945 New Minimum: 27.794949556235224 > 27.79091557348147 WOLFE (weak): th(111.3981320067067)=27.79091557348147; dx=-2.1318824891701964E-5 evalInputDelta=0.005418487824499607 New Minimum: 27.79091557348147 > 27.775783931836486 WOLFE (weak): th(556.9906600335335)=27.775783931836486; dx=-2.0245504732106245E-5 evalInputDelta=0.02055012946948409 New Minimum: 27.775783931836486 > 27.670301608275622 WOLFE (weak): th(3341.9439602012008)=27.670301608275622; dx=-2.1215429310190516E-5 evalInputDelta=0.12603245303034782 New Minimum: 27.670301608275622 > 26.779215505812317 END: th(23393.607721408407)=26.779215505812317; dx=-1.5200733925249903E-5 evalInputDelta=1.0171185554936528 Fitness changed from 27.79633406130597 to 26.779215505812317 Iteration 2 complete. Error: 26.779215505812317 Total: 30.1618; Orientation: 0.0086; Line Search: 26.2366 Iteration 2 ![Iteration 2](etc/a16e5bbf-88f8-4b4f-9c41-546de2a965f2.jpg) Adding measurement a7a58af to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=26.779215505812317;dx=-1.73783730655933E-5 New Minimum: 26.779215505812317 > 25.337013036943972 END: th(50400.00000000001)=25.337013036943972; dx=-7.469458930350284E-6 evalInputDelta=1.442202468868345 Fitness changed from 26.779215505812317 to 25.337013036943972 Iteration 3 complete. Error: 25.337013036943972 Total: 9.5704; Orientation: 0.0069; Line Search: 6.3580 Iteration 3 ![Iteration 3](etc/b49c72a2-fe7b-49fc-91ec-583a8e6d17dc.jpg) Adding measurement 66cacd16 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.655e+02, gradient 3.266e-03, dot -0.479; [0c091c4f-f36b-4c32-b9d0-551a83befee5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 25.337013036943972, 26.779215505812317, 27.79633406130597, 27.79643873171881 LBFGS Accumulation History: 3 points Removed measurement 66cacd16 to history. Total: 3 th(0)=25.337013036943972;dx=-9.804086715241636E-6 New Minimum: 25.337013036943972 > 23.711537903174758 END: th(108583.50837760697)=23.711537903174758; dx=-4.258888640928072E-6 evalInputDelta=1.6254751337692142 Fitness changed from 25.337013036943972 to 23.711537903174758 Iteration 4 complete. Error: 23.711537903174758 Total: 9.9357; Orientation: 0.1783; Line Search: 6.4507 Iteration 4 ![Iteration 4](etc/19888fca-fb34-44f1-bfd4-869f03dfe563.jpg) Adding measurement 38f964d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.912e+02, gradient 3.534e-03, dot -0.402; [0c091c4f-f36b-4c32-b9d0-551a83befee5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 23.711537903174758, 26.779215505812317, 27.79633406130597, 27.79643873171881 LBFGS Accumulation History: 3 points Removed measurement 38f964d to history. Total: 3 th(0)=23.711537903174758;dx=-1.0885832056651226E-5 New Minimum: 23.711537903174758 > 21.875127667561173 END: th(233936.07721408413)=21.875127667561173; dx=-2.7410226886239696E-6 evalInputDelta=1.8364102356135845 Fitness changed from 23.711537903174758 to 21.875127667561173 Iteration 5 complete. Error: 21.875127667561173 Total: 10.1436; Orientation: 0.1390; Line Search: 6.7010 Iteration 5 ![Iteration 5](etc/c30a3fa7-4d3c-4cb3-b37f-242a29668984.jpg) Adding measurement 7dbb024a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.277e+03, gradient 2.215e-03, dot -0.443; [0c091c4f-f36b-4c32-b9d0-551a83befee5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 21.875127667561173, 26.779215505812317, 27.79633406130597, 27.79643873171881 LBFGS Accumulation History: 3 points Removed measurement 7dbb024a to history. Total: 3 th(0)=21.875127667561173;dx=-4.57921649610855E-6 New Minimum: 21.875127667561173 > 18.000166080892086 END: th(504000.0000000002)=18.000166080892086; dx=-1.9054521764424048E-6 evalInputDelta=3.8749615866690874 Fitness changed from 21.875127667561173 to 18.000166080892086 Iteration 6 complete. Error: 18.000166080892086 Total: 9.4862; Orientation: 0.0842; Line Search: 6.2640 Adding measurement 4bf40e46 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.405e+03, gradient 1.802e-03, dot -0.491; [0c091c4f-f36b-4c32-b9d0-551a83befee5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 18.000166080892086, 26.779215505812317, 27.79633406130597, 27.79643873171881 LBFGS Accumulation History: 3 points Removed measurement 4bf40e46 to history. Total: 3 th(0)=18.000166080892086;dx=-3.05782374416073E-6 New Minimum: 18.000166080892086 > 12.720747664570808 END: th(1085835.0837760698)=12.720747664570808; dx=-9.731638305098437E-7 evalInputDelta=5.279418416321278 Fitness changed from 18.000166080892086 to 12.720747664570808 Iteration 7 complete. Error: 12.720747664570808 Total: 9.6667; Orientation: 0.0656; Line Search: 6.4600 Adding measurement 4bad4966 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.569e+03, gradient 1.329e-03, dot -0.412; [0c091c4f-f36b-4c32-b9d0-551a83befee5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 12.720747664570808, 26.779215505812317, 27.79633406130597, 27.79643873171881 LBFGS Accumulation History: 3 points Removed measurement 4bad4966 to history. Total: 3 th(0)=12.720747664570808;dx=-1.5505420787571843E-6 New Minimum: 12.720747664570808 > 9.299026668071747 END: th(2339360.7721408415)=9.299026668071747; dx=-2.787394450886646E-7 evalInputDelta=3.4217209964990616 Fitness changed from 12.720747664570808 to 9.299026668071747 Iteration 8 complete. Error: 9.299026668071747 Total: 10.4219; Orientation: 0.3590; Line Search: 6.3857 Adding measurement 6df63965 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.224e+03, gradient 9.990e-04, dot -0.272; [0c091c4f-f36b-4c32-b9d0-551a83befee5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.299026668071747, 26.779215505812317, 27.79633406130597, 27.79643873171881 LBFGS Accumulation History: 3 points Removed measurement 6df63965 to history. Total: 3 th(0)=9.299026668071747;dx=-8.826436915789948E-7 New Minimum: 9.299026668071747 > 8.101187236607075 WOLF (strong): th(5040000.000000002)=8.101187236607075; dx=3.801250563242903E-8 evalInputDelta=1.197839431464672 New Minimum: 8.101187236607075 > 7.004341766238213 END: th(2520000.000000001)=7.004341766238213; dx=-1.5724016842131532E-7 evalInputDelta=2.2946849018335342 Fitness changed from 9.299026668071747 to 7.004341766238213 Iteration 9 complete. Error: 7.004341766238213 Total: 12.7999; Orientation: 0.1540; Line Search: 9.5034 Adding measurement 4258b87a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.235e+03, gradient 7.112e-04, dot -0.296; [0c091c4f-f36b-4c32-b9d0-551a83befee5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.004341766238213, 26.779215505812317, 27.79633406130597, 27.79643873171881 LBFGS Accumulation History: 3 points Removed measurement 4258b87a to history. Total: 3 th(0)=7.004341766238213;dx=-4.317421475010019E-7 New Minimum: 7.004341766238213 > 5.357620790600777 END: th(5429175.418880349)=5.357620790600777; dx=-4.084683432363133E-8 evalInputDelta=1.646720975637436 Fitness changed from 7.004341766238213 to 5.357620790600777 Iteration 10 complete. Error: 5.357620790600777 Total: 10.2510; Orientation: 0.2384; Line Search: 6.9436 Iteration 10 ![Iteration 10](etc/55f894e3-7bae-4137-a067-03e0a76e5507.jpg) Final threshold in iteration 11: 5.357620790600777 (> -Infinity) after 128.619s (< 1800.000s)