Reset training subject: 3356193203926 Reset training subject: 3367130109894 Adding measurement 4171c5db to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=12.654104515910149;dx=-2.9462670372041803E-7 New Minimum: 12.654104515910149 > 12.654103897511959 WOLFE (weak): th(2.154434690031884)=12.654103897511959; dx=-3.2302216707756674E-7 evalInputDelta=6.183981895446777E-7 New Minimum: 12.654103897511959 > 12.65410190820694 WOLFE (weak): th(4.308869380063768)=12.65410190820694; dx=-2.961232366144538E-7 evalInputDelta=2.60770320892334E-6 New Minimum: 12.65410190820694 > 12.654096245765686 WOLFE (weak): th(12.926608140191302)=12.654096245765686; dx=-3.171830374458884E-7 evalInputDelta=8.27014446258545E-6 New Minimum: 12.654096245765686 > 12.654068812727928 WOLFE (weak): th(51.70643256076521)=12.654068812727928; dx=-2.6926495616783634E-7 evalInputDelta=3.5703182220458984E-5 New Minimum: 12.654068812727928 > 12.653921946883202 WOLFE (weak): th(258.53216280382605)=12.653921946883202; dx=-3.212148578384331E-7 evalInputDelta=1.8256902694702148E-4 New Minimum: 12.653921946883202 > 12.653004042804241 WOLFE (weak): th(1551.1929768229563)=12.653004042804241; dx=-2.7443586097282404E-7 evalInputDelta=0.0011004731059074402 New Minimum: 12.653004042804241 > 12.646379917860031 WOLFE (weak): th(10858.350837760694)=12.646379917860031; dx=-2.876783278005631E-7 evalInputDelta=0.007724598050117493 New Minimum: 12.646379917860031 > 12.592275656759739 WOLFE (weak): th(86866.80670208555)=12.592275656759739; dx=-2.897949501430614E-7 evalInputDelta=0.0618288591504097 New Minimum: 12.592275656759739 > 12.062495663762093 END: th(781801.26031877)=12.062495663762093; dx=-2.6337562338620946E-7 evalInputDelta=0.591608852148056 Fitness changed from 12.654104515910149 to 12.062495663762093 Iteration 1 complete. Error: 12.062495663762093 Total: 133.6382; Orientation: 0.0087; Line Search: 102.4826 Iteration 1 ![Iteration 1](etc/c241a8dc-81a4-4dc1-8593-6b96b27c8f92.jpg) Adding measurement 7c63f820 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=12.062495663762093;dx=-2.3474805533386758E-7 New Minimum: 12.062495663762093 > 11.12693478167057 END: th(1684339.7559414052)=11.12693478167057; dx=-1.9106153639777809E-7 evalInputDelta=0.9355608820915222 Fitness changed from 12.062495663762093 to 11.12693478167057 Iteration 2 complete. Error: 11.12693478167057 Total: 31.3471; Orientation: 0.0076; Line Search: 20.2904 Iteration 2 ![Iteration 2](etc/c9672418-727c-48f7-b97d-ae2862b87578.jpg) Adding measurement 6030a9cb to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=11.12693478167057;dx=-2.4463922944989727E-7 New Minimum: 11.12693478167057 > 9.379296101629734 END: th(3628800.0)=9.379296101629734; dx=-1.1915145642555852E-7 evalInputDelta=1.7476386800408363 Fitness changed from 11.12693478167057 to 9.379296101629734 Iteration 3 complete. Error: 9.379296101629734 Total: 31.4154; Orientation: 0.0067; Line Search: 20.6553 Iteration 3 ![Iteration 3](etc/0dfecd54-f5ba-4eb2-98a9-d583f06f8a4e.jpg) Adding measurement 563925fd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.125e+04, gradient 4.144e-04, dot -0.589; [98dc0498-a25c-410d-a6fb-062328d37bbb = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.379296101629734, 11.12693478167057, 12.062495663762093, 12.654104515910149 LBFGS Accumulation History: 3 points Removed measurement 563925fd to history. Total: 3 th(0)=9.379296101629734;dx=-1.506425368093908E-7 New Minimum: 9.379296101629734 > 7.498259216547012 END: th(7818012.6031877)=7.498259216547012; dx=-7.428261864810142E-8 evalInputDelta=1.8810368850827217 Fitness changed from 9.379296101629734 to 7.498259216547012 Iteration 4 complete. Error: 7.498259216547012 Total: 31.5818; Orientation: 0.2726; Line Search: 21.2963 Iteration 4 ![Iteration 4](etc/ea7259c5-fbe8-4b3b-b838-9e882c325867.jpg) Adding measurement 3c9dced4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.157e+04, gradient 3.458e-04, dot -0.523; [98dc0498-a25c-410d-a6fb-062328d37bbb = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.498259216547012, 11.12693478167057, 12.062495663762093, 12.654104515910149 LBFGS Accumulation History: 3 points Removed measurement 3c9dced4 to history. Total: 3 th(0)=7.498259216547012;dx=-7.343001144647631E-8 New Minimum: 7.498259216547012 > 5.166447028517723 END: th(1.684339755941405E7)=5.166447028517723; dx=-2.7705164421159934E-8 evalInputDelta=2.3318121880292892 Fitness changed from 7.498259216547012 to 5.166447028517723 Iteration 5 complete. Error: 5.166447028517723 Total: 31.3075; Orientation: 0.1755; Line Search: 20.5986 Iteration 5 ![Iteration 5](etc/76fd593f-c077-4abe-9a1f-f8c0a7961007.jpg) Adding measurement 571083f9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.104e+03, gradient 2.254e-04, dot -0.383; [98dc0498-a25c-410d-a6fb-062328d37bbb = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.166447028517723, 11.12693478167057, 12.062495663762093, 12.654104515910149 LBFGS Accumulation History: 3 points Removed measurement 571083f9 to history. Total: 3 th(0)=5.166447028517723;dx=-3.9332667107352144E-8 New Minimum: 5.166447028517723 > 3.5768918991088867 END: th(3.6288E7)=3.5768918991088867; dx=-6.324680894214626E-9 evalInputDelta=1.5895551294088364 Fitness changed from 5.166447028517723 to 3.5768918991088867 Iteration 6 complete. Error: 3.5768918991088867 Total: 31.5948; Orientation: 0.2681; Line Search: 21.1885 Adding measurement 6e59bd19 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.244e+03, gradient 1.823e-04, dot -0.183; [98dc0498-a25c-410d-a6fb-062328d37bbb = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.5768918991088867, 11.12693478167057, 12.062495663762093, 12.654104515910149 LBFGS Accumulation History: 3 points Removed measurement 6e59bd19 to history. Total: 3 th(0)=3.5768918991088867;dx=-3.0296989953502954E-8 Armijo: th(7.8180126031877E7)=5.070311471819878; dx=8.003942103283238E-9 evalInputDelta=-1.493419572710991 New Minimum: 3.5768918991088867 > 3.037889778614044 END: th(3.90900630159385E7)=3.037889778614044; dx=-2.8539256656400706E-9 evalInputDelta=0.5390021204948425 Fitness changed from 3.5768918991088867 to 3.037889778614044 Iteration 7 complete. Error: 3.037889778614044 Total: 41.0882; Orientation: 0.1750; Line Search: 30.5232 Adding measurement 6bf9c1b8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.732e+03, gradient 1.606e-04, dot -0.158; [98dc0498-a25c-410d-a6fb-062328d37bbb = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.037889778614044, 11.12693478167057, 12.062495663762093, 12.654104515910149 LBFGS Accumulation History: 3 points Removed measurement 6bf9c1b8 to history. Total: 3 th(0)=3.037889778614044;dx=-2.287929740723462E-8 Armijo: th(8.421698779707026E7)=5.683984197676182; dx=1.1594492222926441E-8 evalInputDelta=-2.6460944190621376 New Minimum: 3.037889778614044 > 2.9259531050920486 END: th(4.210849389853513E7)=2.9259531050920486; dx=-2.5885642677437657E-10 evalInputDelta=0.11193667352199554 Fitness changed from 3.037889778614044 to 2.9259531050920486 Iteration 8 complete. Error: 2.9259531050920486 Total: 42.2817; Orientation: 0.1709; Line Search: 31.7238 Adding measurement 76b28a86 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.866e+02, gradient 1.591e-04, dot -0.200; [98dc0498-a25c-410d-a6fb-062328d37bbb = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.9259531050920486, 11.12693478167057, 12.062495663762093, 12.654104515910149 LBFGS Accumulation History: 3 points Removed measurement 76b28a86 to history. Total: 3 th(0)=2.9259531050920486;dx=-2.332414187777585E-8 Armijo: th(9.072000000000001E7)=5.675252966582775; dx=1.3315373803782089E-8 evalInputDelta=-2.7492998614907265 New Minimum: 2.9259531050920486 > 2.602324090898037 WOLF (strong): th(4.536000000000001E7)=2.602324090898037; dx=9.179428829446509E-10 evalInputDelta=0.3236290141940117 New Minimum: 2.602324090898037 > 2.278385266661644 END: th(1.5120000000000002E7)=2.278385266661644; dx=-1.1174740272900323E-8 evalInputDelta=0.6475678384304047 Fitness changed from 2.9259531050920486 to 2.278385266661644 Iteration 9 complete. Error: 2.278385266661644 Total: 51.7409; Orientation: 0.1671; Line Search: 41.7419 Adding measurement daca9a5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.332e+03, gradient 1.301e-04, dot -0.175; [98dc0498-a25c-410d-a6fb-062328d37bbb = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.278385266661644, 11.12693478167057, 12.062495663762093, 12.654104515910149 LBFGS Accumulation History: 3 points Removed measurement daca9a5 to history. Total: 3 th(0)=2.278385266661644;dx=-1.4546604795044493E-8 New Minimum: 2.278385266661644 > 1.8313651233911514 END: th(3.2575052513282087E7)=1.8313651233911514; dx=-3.2536722187719966E-9 evalInputDelta=0.44702014327049255 Fitness changed from 2.278385266661644 to 1.8313651233911514 Iteration 10 complete. Error: 1.8313651233911514 Total: 30.8515; Orientation: 0.1773; Line Search: 20.4989 Iteration 10 ![Iteration 10](etc/8b50e0d2-d2a6-4867-be37-f1d72fd42b99.jpg) Final threshold in iteration 11: 1.8313651233911514 (> -Infinity) after 456.928s (< 1800.000s)