Reset training subject: 736337910625000 Reset training subject: 736340704197300 Adding measurement 2dbc408c to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=15.558271911926568;dx=-4.8546428754459446E-5 New Minimum: 15.558271911926568 > 15.558061758987606 WOLFE (weak): th(2.154434690031884)=15.558061758987606; dx=-4.850441810157548E-5 evalInputDelta=2.1015293896198273E-4 New Minimum: 15.558061758987606 > 15.55785267520696 WOLFE (weak): th(4.308869380063768)=15.55785267520696; dx=-4.847604276229347E-5 evalInputDelta=4.192367196083069E-4 New Minimum: 15.55785267520696 > 15.557012541219592 WOLFE (weak): th(12.926608140191302)=15.557012541219592; dx=-4.858665094049397E-5 evalInputDelta=0.00125937070697546 New Minimum: 15.557012541219592 > 15.55323429685086 WOLFE (weak): th(51.70643256076521)=15.55323429685086; dx=-4.853057900880425E-5 evalInputDelta=0.005037615075707436 New Minimum: 15.55323429685086 > 15.533136305399239 WOLFE (weak): th(258.53216280382605)=15.533136305399239; dx=-4.8378031161468496E-5 evalInputDelta=0.02513560652732849 New Minimum: 15.533136305399239 > 15.408833269029856 WOLFE (weak): th(1551.1929768229563)=15.408833269029856; dx=-4.7401307697496696E-5 evalInputDelta=0.14943864289671183 New Minimum: 15.408833269029856 > 14.602461121976376 END: th(10858.350837760694)=14.602461121976376; dx=-3.732091158562037E-5 evalInputDelta=0.955810789950192 Fitness changed from 15.558271911926568 to 14.602461121976376 Iteration 1 complete. Error: 14.602461121976376 Total: 28.9301; Orientation: 0.0128; Line Search: 20.7375 Iteration 1 ![Iteration 1](etc/3e212b12-6856-4caf-a63c-2d1538cd3a04.jpg) Adding measurement 40113163 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=14.602461121976376;dx=-3.122466587687914E-5 New Minimum: 14.602461121976376 > 13.32138699106872 END: th(23393.607721408407)=13.32138699106872; dx=-2.131072984579399E-5 evalInputDelta=1.2810741309076548 Fitness changed from 14.602461121976376 to 13.32138699106872 Iteration 2 complete. Error: 13.32138699106872 Total: 7.6335; Orientation: 0.0037; Line Search: 5.0026 Iteration 2 ![Iteration 2](etc/dad196b2-b1c7-49c9-81e0-5301d8fb0a6e.jpg) Adding measurement 63f855b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=13.32138699106872;dx=-1.678129232918407E-5 New Minimum: 13.32138699106872 > 11.848925093188882 END: th(50400.00000000001)=11.848925093188882; dx=-1.0844899348491775E-5 evalInputDelta=1.472461897879839 Fitness changed from 13.32138699106872 to 11.848925093188882 Iteration 3 complete. Error: 11.848925093188882 Total: 7.6318; Orientation: 0.0021; Line Search: 5.1276 Iteration 3 ![Iteration 3](etc/f134bc78-7a9f-46ce-aa23-6fa88bfbd907.jpg) Adding measurement 270d43a7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.942e+02, gradient 2.847e-03, dot -0.992; [f55464f3-5773-444c-934e-feba7d43ffcb = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.558271911926568, 14.602461121976376, 13.32138699106872, 11.848925093188882 LBFGS Accumulation History: 3 points Removed measurement 2dbc408c to history. Total: 4 th(0)=11.848925093188882;dx=-8.093636633090028E-6 New Minimum: 11.848925093188882 > 10.323137562721968 END: th(108583.50837760697)=10.323137562721968; dx=-5.321606103263654E-6 evalInputDelta=1.5257875304669142 Fitness changed from 11.848925093188882 to 10.323137562721968 Iteration 4 complete. Error: 10.323137562721968 Total: 7.7662; Orientation: 0.0756; Line Search: 5.2821 Iteration 4 ![Iteration 4](etc/26bb1785-1d69-4c53-bba0-deb8b08effcc.jpg) Adding measurement 5995851e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.025e+03, gradient 2.027e-03, dot -0.999; [f55464f3-5773-444c-934e-feba7d43ffcb = 1.000/1.000e+00] Orientation rejected. Popping history element from 14.602461121976376, 13.32138699106872, 11.848925093188882, 10.323137562721968 LBFGS Accumulation History: 3 points Removed measurement 40113163 to history. Total: 4 th(0)=10.323137562721968;dx=-4.103558544074842E-6 New Minimum: 10.323137562721968 > 8.73303599562496 END: th(233936.07721408413)=8.73303599562496; dx=-2.6751370470468137E-6 evalInputDelta=1.5901015670970082 Fitness changed from 10.323137562721968 to 8.73303599562496 Iteration 5 complete. Error: 8.73303599562496 Total: 7.5829; Orientation: 0.0624; Line Search: 5.0651 Iteration 5 ![Iteration 5](etc/e142187a-d654-40c8-b6e1-56e33ec977bb.jpg) Adding measurement 35c4697c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.748e+03, gradient 1.531e-03, dot -0.989; [f55464f3-5773-444c-934e-feba7d43ffcb = 1.000/1.000e+00] Orientation rejected. Popping history element from 13.32138699106872, 11.848925093188882, 10.323137562721968, 8.73303599562496 LBFGS Accumulation History: 3 points Removed measurement 63f855b to history. Total: 4 th(0)=8.73303599562496;dx=-2.3452331701321565E-6 New Minimum: 8.73303599562496 > 7.029914582148194 END: th(504000.0000000002)=7.029914582148194; dx=-1.2976388326643912E-6 evalInputDelta=1.7031214134767652 Fitness changed from 8.73303599562496 to 7.029914582148194 Iteration 6 complete. Error: 7.029914582148194 Total: 7.5566; Orientation: 0.0595; Line Search: 5.0020 Adding measurement 3b7c80c6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.978e+03, gradient 1.244e-03, dot -0.886; [f55464f3-5773-444c-934e-feba7d43ffcb = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.848925093188882, 10.323137562721968, 8.73303599562496, 7.029914582148194 LBFGS Accumulation History: 3 points Removed measurement 270d43a7 to history. Total: 4 th(0)=7.029914582148194;dx=-1.5450702994098604E-6 New Minimum: 7.029914582148194 > 5.302216589450836 END: th(1085835.0837760698)=5.302216589450836; dx=-5.792934889239019E-7 evalInputDelta=1.7276979926973581 Fitness changed from 7.029914582148194 to 5.302216589450836 Iteration 7 complete. Error: 5.302216589450836 Total: 7.6519; Orientation: 0.0606; Line Search: 4.8652 Adding measurement 7f287b98 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.013e+03, gradient 9.062e-04, dot -0.860; [f55464f3-5773-444c-934e-feba7d43ffcb = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.323137562721968, 8.73303599562496, 7.029914582148194, 5.302216589450836 LBFGS Accumulation History: 3 points Removed measurement 5995851e to history. Total: 4 th(0)=5.302216589450836;dx=-8.203289503321966E-7 New Minimum: 5.302216589450836 > 3.7295089289546013 END: th(2339360.7721408415)=3.7295089289546013; dx=-1.2622746003632086E-7 evalInputDelta=1.572707660496235 Fitness changed from 5.302216589450836 to 3.7295089289546013 Iteration 8 complete. Error: 3.7295089289546013 Total: 7.6921; Orientation: 0.0603; Line Search: 5.2152 Adding measurement 236eccd1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.785e+03, gradient 6.573e-04, dot -0.797; [f55464f3-5773-444c-934e-feba7d43ffcb = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.73303599562496, 7.029914582148194, 5.302216589450836, 3.7295089289546013 LBFGS Accumulation History: 3 points Removed measurement 35c4697c to history. Total: 4 th(0)=3.7295089289546013;dx=-4.319836989464462E-7 New Minimum: 3.7295089289546013 > 2.7622984424233437 WOLF (strong): th(5040000.000000002)=2.7622984424233437; dx=4.060555673601296E-8 evalInputDelta=0.9672104865312576 New Minimum: 2.7622984424233437 > 2.722991093993187 END: th(2520000.000000001)=2.722991093993187; dx=-5.3873877005499355E-8 evalInputDelta=1.0065178349614143 Fitness changed from 3.7295089289546013 to 2.722991093993187 Iteration 9 complete. Error: 2.722991093993187 Total: 10.4435; Orientation: 0.0597; Line Search: 8.0078 Adding measurement 5099c59b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.320e+03, gradient 3.984e-04, dot -0.847; [f55464f3-5773-444c-934e-feba7d43ffcb = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.029914582148194, 5.302216589450836, 3.7295089289546013, 2.722991093993187 LBFGS Accumulation History: 3 points Removed measurement 3b7c80c6 to history. Total: 4 th(0)=2.722991093993187;dx=-1.5847510197299317E-7 New Minimum: 2.722991093993187 > 2.194137666374445 WOLF (strong): th(5429175.418880349)=2.194137666374445; dx=1.498435067121503E-8 evalInputDelta=0.528853427618742 END: th(2714587.7094401745)=2.2021443508565426; dx=-3.7060719098742935E-8 evalInputDelta=0.5208467431366444 Fitness changed from 2.722991093993187 to 2.194137666374445 Iteration 10 complete. Error: 2.194137666374445 Total: 10.2350; Orientation: 0.0564; Line Search: 7.6793 Iteration 10 ![Iteration 10](etc/735438af-a501-4bdc-ae47-6ec2d1b4a592.jpg) Final threshold in iteration 11: 2.194137666374445 (> -Infinity) after 103.145s (< 1800.000s)