Reset training subject: 7171207384147 Reset training subject: 7191888570189 Adding measurement dee79a0 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=9.326235324144363;dx=-1.7727523995257105E-7 New Minimum: 9.326235324144363 > 9.326235190033913 WOLFE (weak): th(2.154434690031884)=9.326235190033913; dx=-1.7664489217369028E-7 evalInputDelta=1.341104507446289E-7 New Minimum: 9.326235190033913 > 9.326234549283981 WOLFE (weak): th(4.308869380063768)=9.326234549283981; dx=-1.7662888962048385E-7 evalInputDelta=7.748603820800781E-7 New Minimum: 9.326234549283981 > 9.326232060790062 WOLFE (weak): th(12.926608140191302)=9.326232060790062; dx=-1.7663563761235122E-7 evalInputDelta=3.2633543014526367E-6 New Minimum: 9.326232060790062 > 9.326221957802773 WOLFE (weak): th(51.70643256076521)=9.326221957802773; dx=-1.7663574681444515E-7 evalInputDelta=1.3366341590881348E-5 New Minimum: 9.326221957802773 > 9.326168775558472 WOLFE (weak): th(258.53216280382605)=9.326168775558472; dx=-1.7663679219993607E-7 evalInputDelta=6.654858589172363E-5 New Minimum: 9.326168775558472 > 9.325834065675735 WOLFE (weak): th(1551.1929768229563)=9.325834065675735; dx=-1.7662555612931275E-7 evalInputDelta=4.012584686279297E-4 New Minimum: 9.325834065675735 > 9.3234274238348 WOLFE (weak): th(10858.350837760694)=9.3234274238348; dx=-1.7658809249116728E-7 evalInputDelta=0.002807900309562683 New Minimum: 9.3234274238348 > 9.303791783750057 WOLFE (weak): th(86866.80670208555)=9.303791783750057; dx=-1.7620057664738993E-7 evalInputDelta=0.022443540394306183 New Minimum: 9.303791783750057 > 9.127327591180801 WOLFE (weak): th(781801.26031877)=9.127327591180801; dx=-1.6994934140376364E-7 evalInputDelta=0.198907732963562 New Minimum: 9.127327591180801 > 7.848031625151634 END: th(7818012.6031877)=7.848031625151634; dx=-8.351366325135274E-8 evalInputDelta=1.4782036989927292 Fitness changed from 9.326235324144363 to 7.848031625151634 Iteration 1 complete. Error: 7.848031625151634 Total: 280.6771; Orientation: 0.0818; Line Search: 219.1162 Iteration 1 ![Iteration 1](etc/06494da6-18b2-47bf-a8a4-314bec4a8e46.jpg) Adding measurement 48d8ed2e to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.848031625151634;dx=-1.1465535159008604E-7 New Minimum: 7.848031625151634 > 6.232104524970055 END: th(1.684339755941405E7)=6.232104524970055; dx=-4.009767121083626E-8 evalInputDelta=1.6159271001815796 Fitness changed from 7.848031625151634 to 6.232104524970055 Iteration 2 complete. Error: 6.232104524970055 Total: 59.6577; Orientation: 0.0802; Line Search: 40.1108 Iteration 2 ![Iteration 2](etc/e7d8bfc7-79a5-4feb-8d5a-6b251de5755b.jpg) Adding measurement 2c217259 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.232104524970055;dx=-8.41240010549782E-8 New Minimum: 6.232104524970055 > 4.371737852692604 END: th(3.6288E7)=4.371737852692604; dx=-1.4249076569759061E-8 evalInputDelta=1.8603666722774506 Fitness changed from 6.232104524970055 to 4.371737852692604 Iteration 3 complete. Error: 4.371737852692604 Total: 59.7909; Orientation: 0.0794; Line Search: 38.4508 Iteration 3 ![Iteration 3](etc/6e432689-531b-4d13-a9a9-5a64b5d08c3a.jpg) Adding measurement 77280b29 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.610e+04, gradient 2.614e-04, dot -0.497; [c0f645ec-f4d1-4323-824b-ba9d86c69c99 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.371737852692604, 6.232104524970055, 7.848031625151634, 9.326235324144363 LBFGS Accumulation History: 3 points Removed measurement 77280b29 to history. Total: 3 th(0)=4.371737852692604;dx=-6.830944013714461E-8 New Minimum: 4.371737852692604 > 3.013368248939514 WOLF (strong): th(7.8180126031877E7)=3.013368248939514; dx=5.466249252529171E-9 evalInputDelta=1.35836960375309 New Minimum: 3.013368248939514 > 2.7914955765008926 END: th(3.90900630159385E7)=2.7914955765008926; dx=-4.1581496864422315E-9 evalInputDelta=1.5802422761917114 Fitness changed from 4.371737852692604 to 2.7914955765008926 Iteration 4 complete. Error: 2.7914955765008926 Total: 82.9298; Orientation: 1.9024; Line Search: 60.4698 Iteration 4 ![Iteration 4](etc/54fb8f22-f49f-4f29-a135-996e5160c23c.jpg) Adding measurement 7c9b89 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.232e+04, gradient 2.089e-04, dot -0.431; [c0f645ec-f4d1-4323-824b-ba9d86c69c99 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.7914955765008926, 6.232104524970055, 7.848031625151634, 9.326235324144363 LBFGS Accumulation History: 3 points Removed measurement 7c9b89 to history. Total: 3 th(0)=2.7914955765008926;dx=-4.362259895373737E-8 New Minimum: 2.7914955765008926 > 1.946832150220871 WOLF (strong): th(8.421698779707026E7)=1.946832150220871; dx=7.771356070119642E-9 evalInputDelta=0.8446634262800217 New Minimum: 1.946832150220871 > 1.6012215912342072 END: th(4.210849389853513E7)=1.6012215912342072; dx=-3.0343521733496906E-9 evalInputDelta=1.1902739852666855 Fitness changed from 2.7914955765008926 to 1.6012215912342072 Iteration 5 complete. Error: 1.6012215912342072 Total: 83.7839; Orientation: 1.8765; Line Search: 61.5450 Iteration 5 ![Iteration 5](etc/ce506a54-0b4a-4676-a1a7-417ca2d5c3bf.jpg) Adding measurement 5841c8ae to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.762e+03, gradient 1.582e-04, dot -0.402; [c0f645ec-f4d1-4323-824b-ba9d86c69c99 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6012215912342072, 6.232104524970055, 7.848031625151634, 9.326235324144363 LBFGS Accumulation History: 3 points Removed measurement 5841c8ae to history. Total: 3 th(0)=1.6012215912342072;dx=-2.5351181392483285E-8 New Minimum: 1.6012215912342072 > 1.1567130386829376 WOLF (strong): th(9.072000000000001E7)=1.1567130386829376; dx=5.993900707979691E-9 evalInputDelta=0.44450855255126953 New Minimum: 1.1567130386829376 > 0.8537755459547043 END: th(4.536000000000001E7)=0.8537755459547043; dx=-1.817622879264733E-9 evalInputDelta=0.7474460452795029 Fitness changed from 1.6012215912342072 to 0.8537755459547043 Iteration 6 complete. Error: 0.8537755459547043 Total: 84.7625; Orientation: 1.8487; Line Search: 59.8565 Adding measurement 76120629 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.008e+04, gradient 1.294e-04, dot -0.421; [c0f645ec-f4d1-4323-824b-ba9d86c69c99 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8537755459547043, 6.232104524970055, 7.848031625151634, 9.326235324144363 LBFGS Accumulation History: 3 points Removed measurement 76120629 to history. Total: 3 th(0)=0.8537755459547043;dx=-1.6749191791006014E-8 New Minimum: 0.8537755459547043 > 0.696845531463623 WOLF (strong): th(9.772515753984627E7)=0.696845531463623; dx=4.996173219708148E-9 evalInputDelta=0.15693001449108124 New Minimum: 0.696845531463623 > 0.36079883575439453 END: th(4.8862578769923136E7)=0.36079883575439453; dx=-2.8546569718078496E-10 evalInputDelta=0.49297671020030975 Fitness changed from 0.8537755459547043 to 0.36079883575439453 Iteration 7 complete. Error: 0.36079883575439453 Total: 82.6869; Orientation: 1.8670; Line Search: 61.0628 Adding measurement 796f81d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.365e+03, gradient 1.175e-04, dot -0.397; [c0f645ec-f4d1-4323-824b-ba9d86c69c99 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.36079883575439453, 6.232104524970055, 7.848031625151634, 9.326235324144363 LBFGS Accumulation History: 3 points Removed measurement 796f81d to history. Total: 3 th(0)=0.36079883575439453;dx=-1.3792655207253756E-8 Armijo: th(1.0527123474633786E8)=0.5215068161487579; dx=5.575885136070171E-9 evalInputDelta=-0.1607079803943634 New Minimum: 0.36079883575439453 > 0.04581306874752045 WOLF (strong): th(5.263561737316893E7)=0.04581306874752045; dx=2.207064771709473E-9 evalInputDelta=0.3149857670068741 END: th(1.754520579105631E7)=0.11010564863681793; dx=-7.174896872711356E-9 evalInputDelta=0.2506931871175766 Fitness changed from 0.36079883575439453 to 0.04581306874752045 Iteration 8 complete. Error: 0.04581306874752045 Total: 103.7439; Orientation: 1.8862; Line Search: 81.4649 Adding measurement 7d274a25 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.472e+03, gradient 1.131e-04, dot -0.341; [c0f645ec-f4d1-4323-824b-ba9d86c69c99 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.04581306874752045, 6.232104524970055, 7.848031625151634, 9.326235324144363 LBFGS Accumulation History: 3 points Removed measurement 7d274a25 to history. Total: 3 th(0)=0.04581306874752045;dx=-1.2780306069113098E-8 New Minimum: 0.04581306874752045 > -0.24336500465869904 END: th(3.7800000000000015E7)=-0.24336500465869904; dx=-3.296993654952794E-10 evalInputDelta=0.2891780734062195 Fitness changed from 0.04581306874752045 to -0.24336500465869904 Iteration 9 complete. Error: -0.24336500465869904 Total: 60.2583; Orientation: 1.8532; Line Search: 38.7781 Adding measurement 4937938e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.523e+03, gradient 8.172e-05, dot -0.407; [c0f645ec-f4d1-4323-824b-ba9d86c69c99 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.24336500465869904, 6.232104524970055, 7.848031625151634, 9.326235324144363 LBFGS Accumulation History: 3 points Removed measurement 4937938e to history. Total: 3 th(0)=-0.24336500465869904;dx=-6.676203697324991E-9 New Minimum: -0.24336500465869904 > -0.32995110750198364 WOLF (strong): th(8.143763128320524E7)=-0.32995110750198364; dx=2.1817172295205513E-9 evalInputDelta=0.0865861028432846 New Minimum: -0.32995110750198364 > -0.4333229660987854 END: th(4.071881564160262E7)=-0.4333229660987854; dx=-1.3117426975511263E-9 evalInputDelta=0.18995796144008636 Fitness changed from -0.24336500465869904 to -0.4333229660987854 Iteration 10 complete. Error: -0.4333229660987854 Total: 81.6350; Orientation: 1.8426; Line Search: 58.2427 Iteration 10 ![Iteration 10](etc/b252fd3f-9aff-453b-8686-8ff6dd8ab926.jpg) Final threshold in iteration 11: -0.4333229660987854 (> -Infinity) after 980.873s (< 3600.000s)