Reset training subject: 702162941326800 Reset training subject: 702389423805500 Adding measurement 6cee97e7 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-2.072421234101057;dx=-4.5964483621973646E-7 New Minimum: -2.072421234101057 > -2.072421293705702 WOLFE (weak): th(2.154434690031884)=-2.072421293705702; dx=-4.517463932199605E-7 evalInputDelta=5.9604644775390625E-8 New Minimum: -2.072421293705702 > -2.072421655058861 WOLFE (weak): th(4.308869380063768)=-2.072421655058861; dx=-4.517463813642269E-7 evalInputDelta=4.209578037261963E-7 New Minimum: -2.072421655058861 > -2.07242389395833 WOLFE (weak): th(12.926608140191302)=-2.07242389395833; dx=-4.5174582997867544E-7 evalInputDelta=2.6598572731018066E-6 New Minimum: -2.07242389395833 > -2.072434466332197 WOLFE (weak): th(51.70643256076521)=-2.072434466332197; dx=-4.5174429766612E-7 evalInputDelta=1.3232231140136719E-5 New Minimum: -2.072434466332197 > -2.072487734258175 WOLFE (weak): th(258.53216280382605)=-2.072487734258175; dx=-4.5174142695740063E-7 evalInputDelta=6.650015711784363E-5 New Minimum: -2.072487734258175 > -2.072820596396923 WOLFE (weak): th(1551.1929768229563)=-2.072820596396923; dx=-4.517073056816629E-7 evalInputDelta=3.993622958660126E-4 New Minimum: -2.072820596396923 > -2.0752161890268326 WOLFE (weak): th(10858.350837760694)=-2.0752161890268326; dx=-4.5123334557457507E-7 evalInputDelta=0.002794954925775528 New Minimum: -2.0752161890268326 > -2.0946852080523968 WOLFE (weak): th(86866.80670208555)=-2.0946852080523968; dx=-4.4687889844274996E-7 evalInputDelta=0.02226397395133972 New Minimum: -2.0946852080523968 > -2.263729501515627 END: th(781801.26031877)=-2.263729501515627; dx=-4.072051353737799E-7 evalInputDelta=0.19130826741456985 Fitness changed from -2.072421234101057 to -2.263729501515627 Iteration 1 complete. Error: -2.263729501515627 Total: 2633.6742; Orientation: 0.4422; Line Search: 2030.9980 Iteration 1 ![Iteration 1](etc/64dcce4f-930b-4077-8e39-e48922f1d0d1.jpg) Adding measurement 79ff861d to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-2.263729501515627;dx=-3.899151747749499E-7 New Minimum: -2.263729501515627 > -2.641295600682497 END: th(1684339.7559414052)=-2.641295600682497; dx=-3.089109574244857E-7 evalInputDelta=0.3775660991668701 Fitness changed from -2.263729501515627 to -2.641295600682497 Iteration 2 complete. Error: -2.641295600682497 Total: 642.6488; Orientation: 0.4564; Line Search: 435.9396 Iteration 2 ![Iteration 2](etc/452ebf63-7127-4b7a-afc3-71c500120209.jpg) Adding measurement 13b56997 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-2.590711433440447;dx=-2.9012846741200875E-7 New Minimum: -2.590711433440447 > -3.0636237300932407 END: th(3628800.0)=-3.0636237300932407; dx=-1.960534997380211E-7 evalInputDelta=0.4729122966527939 Fitness changed from -2.590711433440447 to -3.0636237300932407 Iteration 3 complete. Error: -3.0636237300932407 Total: 657.9262; Orientation: 0.4497; Line Search: 433.6158 Iteration 3 ![Iteration 3](etc/18f3ade9-4f3f-460d-9465-5fee98340730.jpg) Adding measurement 59bd4246 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.077e+03, gradient 4.349e-04, dot -0.969; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.072421234101057, -2.263729501515627, -2.590711433440447, -3.0636237300932407 LBFGS Accumulation History: 3 points Removed measurement 6cee97e7 to history. Total: 4 th(0)=-3.0636237300932407;dx=-1.8912906438672768E-7 New Minimum: -3.0636237300932407 > -3.636808928102255 END: th(7818012.6031877)=-3.636808928102255; dx=-1.0222739507777345E-7 evalInputDelta=0.5731851980090141 Fitness changed from -3.0636237300932407 to -3.636808928102255 Iteration 4 complete. Error: -3.636808928102255 Total: 619.0191; Orientation: 9.9522; Line Search: 419.1315 Iteration 4 ![Iteration 4](etc/aaf0d47f-5635-4bb9-9f53-70b068f2ca15.jpg) Adding measurement 4d077abc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.512e+03, gradient 3.357e-04, dot -0.919; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.263729501515627, -2.590711433440447, -3.0636237300932407, -3.636808928102255 LBFGS Accumulation History: 3 points Removed measurement 79ff861d to history. Total: 4 th(0)=-3.636808928102255;dx=-1.1270647282668628E-7 New Minimum: -3.636808928102255 > -4.213510267436504 END: th(1.684339755941405E7)=-4.213510267436504; dx=-4.48764319877867E-8 evalInputDelta=0.5767013393342495 Fitness changed from -3.636808928102255 to -4.213510267436504 Iteration 5 complete. Error: -4.213510267436504 Total: 602.7994; Orientation: 9.8913; Line Search: 397.9663 Iteration 5 ![Iteration 5](etc/408306f0-34e4-4696-a676-d8b4dbc28379.jpg) Adding measurement 4452995 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.940e+03, gradient 2.520e-04, dot -0.852; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.590711433440447, -3.0636237300932407, -3.636808928102255, -4.213510267436504 LBFGS Accumulation History: 3 points Removed measurement 13b56997 to history. Total: 4 th(0)=-4.213510267436504;dx=-6.3482656987902E-8 New Minimum: -4.213510267436504 > -4.6696829702705145 END: th(3.6288E7)=-4.6696829702705145; dx=-9.854618870261223E-9 evalInputDelta=0.4561727028340101 Fitness changed from -4.213510267436504 to -4.6696829702705145 Iteration 6 complete. Error: -4.6696829702705145 Total: 627.5388; Orientation: 9.8539; Line Search: 419.2957 Adding measurement 883e27a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.354e+03, gradient 2.478e-04, dot -0.668; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.0636237300932407, -3.636808928102255, -4.213510267436504, -4.6696829702705145 LBFGS Accumulation History: 3 points Removed measurement 59bd4246 to history. Total: 4 th(0)=-4.6696829702705145;dx=-6.142230685765207E-8 Armijo: th(7.8180126031877E7)=-3.972093105316162; dx=1.5933948788426154E-8 evalInputDelta=-0.6975898649543524 Armijo: th(3.90900630159385E7)=-4.439273737370968; dx=2.1845012509302067E-8 evalInputDelta=-0.23040923289954662 New Minimum: -4.6696829702705145 > -4.786965951323509 WOLF (strong): th(1.3030021005312832E7)=-4.786965951323509; dx=7.2237646809173975E-9 evalInputDelta=0.11728298105299473 END: th(3257505.251328208)=-4.750527665019035; dx=-3.56310537506318E-8 evalInputDelta=0.08084469474852085 Fitness changed from -4.6696829702705145 to -4.786965951323509 Iteration 7 complete. Error: -4.786965951323509 Total: 1211.4899; Orientation: 9.9122; Line Search: 975.5401 Adding measurement 16374026 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.578e+03, gradient 2.547e-04, dot -0.508; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.636808928102255, -4.213510267436504, -4.6696829702705145, -4.786965951323509 LBFGS Accumulation History: 3 points Removed measurement 4d077abc to history. Total: 4 th(0)=-4.786965951323509;dx=-6.485936203445225E-8 New Minimum: -4.786965951323509 > -4.936712728813291 END: th(7018082.316422522)=-4.936712728813291; dx=-9.472081962400666E-9 evalInputDelta=0.14974677748978138 Fitness changed from -4.786965951323509 to -4.936712728813291 Iteration 8 complete. Error: -4.936712728813291 Total: 620.7169; Orientation: 9.9772; Line Search: 400.8258 Adding measurement 4f0dab33 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.408e+03, gradient 1.499e-04, dot -0.703; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.213510267436504, -4.6696829702705145, -4.786965951323509, -4.928673164919019 LBFGS Accumulation History: 3 points Removed measurement 4452995 to history. Total: 4 th(0)=-4.928673164919019;dx=-2.2468045833539442E-8 New Minimum: -4.928673164919019 > -5.017414726316929 END: th(1.5120000000000002E7)=-5.017414726316929; dx=-7.819675554197506E-9 evalInputDelta=0.08874156139791012 Fitness changed from -4.928673164919019 to -5.017414726316929 Iteration 9 complete. Error: -5.017414726316929 Total: 618.9697; Orientation: 9.9768; Line Search: 422.2863 Adding measurement 1fc31a3e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.971e+03, gradient 1.552e-04, dot -0.694; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.6696829702705145, -4.786965951323509, -4.928673164919019, -5.03126185759902 LBFGS Accumulation History: 3 points Removed measurement 883e27a to history. Total: 4 th(0)=-5.017414726316929;dx=-2.4083848095358612E-8 Armijo: th(3.2575052513282087E7)=-4.973132995888591; dx=1.6319688429862884E-8 evalInputDelta=-0.04428173042833805 New Minimum: -5.03126185759902 > -5.088126892223954 WOLF (strong): th(1.6287526256641043E7)=-5.088126892223954; dx=3.348541941146328E-9 evalInputDelta=0.07071216590702534 END: th(5429175.418880348)=-5.070153100416064; dx=-1.2664868730459643E-8 evalInputDelta=0.0527383740991354 Fitness changed from -5.03126185759902 to -5.088126892223954 Iteration 10 complete. Error: -5.088126892223954 Total: 1025.6944; Orientation: 10.0934; Line Search: 802.8549 Iteration 10 ![Iteration 10](etc/64a0d99a-a8bd-4dd9-b41f-724513d490ea.jpg) Adding measurement ff6b949 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.928e+03, gradient 1.984e-04, dot -0.556; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.786965951323509, -4.928673164919019, -5.03126185759902, -5.088126892223954 LBFGS Accumulation History: 3 points Removed measurement 16374026 to history. Total: 4 th(0)=-5.088126892223954;dx=-3.937456105010083E-8 New Minimum: -5.088126892223954 > -5.125141177326441 WOLF (strong): th(1.1696803860704206E7)=-5.125141177326441; dx=1.3653345683312797E-8 evalInputDelta=0.03701428510248661 New Minimum: -5.125141177326441 > -5.152475925162435 END: th(5848401.930352103)=-5.152475925162435; dx=-7.370683670616891E-9 evalInputDelta=0.06434903293848038 Fitness changed from -5.088126892223954 to -5.152475925162435 Iteration 11 complete. Error: -5.152475925162435 Total: 810.3569; Orientation: 10.0501; Line Search: 604.0600 Adding measurement 3aab0444 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.154e+03, gradient 1.148e-04, dot -0.801; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.928673164919019, -5.03126185759902, -5.088126892223954, -5.152475925162435 LBFGS Accumulation History: 3 points Removed measurement 4f0dab33 to history. Total: 4 th(0)=-5.152475925162435;dx=-1.3188939192614627E-8 New Minimum: -5.152475925162435 > -5.207292966544628 END: th(1.2600000000000004E7)=-5.207292966544628; dx=-6.769398129907002E-9 evalInputDelta=0.054817041382193565 Fitness changed from -5.152475925162435 to -5.207292966544628 Iteration 12 complete. Error: -5.207292966544628 Total: 612.8043; Orientation: 9.9283; Line Search: 397.4332 Adding measurement 43fa9254 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.018e+03, gradient 1.132e-04, dot -0.779; [ab86d93e-dd48-40a3-971a-3509994a7d29 = 1.000/1.000e+00] Orientation rejected. Popping history element from -5.03126185759902, -5.088126892223954, -5.152475925162435, -5.207292966544628 LBFGS Accumulation History: 3 points Removed measurement 1fc31a3e to history. Total: 4 th(0)=-5.207292966544628;dx=-1.2810207472538853E-8 New Minimum: -5.207292966544628 > -5.26214012503624 END: th(2.7145877094401743E7)=-5.26214012503624; dx=-2.343716908062904E-9 evalInputDelta=0.05484715849161148 Fitness changed from -5.207292966544628 to -5.26214012503624 Iteration 13 complete. Error: -5.26214012503624 Total: 595.8077; Orientation: 10.1516; Line Search: 390.1718 Final threshold in iteration 13: -5.26214012503624 (> -Infinity) after 11279.447s (< 10800.000s)