Reset training subject: 736883195880500 Reset training subject: 736907520233800 Adding measurement 37cfda1c to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.5695159435272217;dx=-7.5232103648777E-8 New Minimum: 1.5695159435272217 > 1.5695157051086426 WOLFE (weak): th(2.154434690031884)=1.5695157051086426; dx=-6.902013880053157E-8 evalInputDelta=2.384185791015625E-7 New Minimum: 1.5695157051086426 > 1.569515347480774 WOLFE (weak): th(4.308869380063768)=1.569515347480774; dx=-6.901156673805668E-8 evalInputDelta=5.960464477539062E-7 New Minimum: 1.569515347480774 > 1.5695137977600098 WOLFE (weak): th(12.926608140191302)=1.5695137977600098; dx=-6.901421403907716E-8 evalInputDelta=2.1457672119140625E-6 New Minimum: 1.5695137977600098 > 1.5695078261196613 WOLFE (weak): th(51.70643256076521)=1.5695078261196613; dx=-6.901346358108061E-8 evalInputDelta=8.11740756034851E-6 New Minimum: 1.5695078261196613 > 1.5694757178425789 WOLFE (weak): th(258.53216280382605)=1.5694757178425789; dx=-6.900214662793288E-8 evalInputDelta=4.022568464279175E-5 New Minimum: 1.5694757178425789 > 1.5692753195762634 WOLFE (weak): th(1551.1929768229563)=1.5692753195762634; dx=-6.90057998966265E-8 evalInputDelta=2.4062395095825195E-4 New Minimum: 1.5692753195762634 > 1.5678326487541199 WOLFE (weak): th(10858.350837760694)=1.5678326487541199; dx=-6.890349626377578E-8 evalInputDelta=0.0016832947731018066 New Minimum: 1.5678326487541199 > 1.556123562157154 WOLFE (weak): th(86866.80670208555)=1.556123562157154; dx=-6.812561943194743E-8 evalInputDelta=0.013392381370067596 New Minimum: 1.556123562157154 > 1.4563330113887787 END: th(781801.26031877)=1.4563330113887787; dx=-5.95355856047755E-8 evalInputDelta=0.113182932138443 Fitness changed from 1.5695159435272217 to 1.4563330113887787 Iteration 1 complete. Error: 1.4563330113887787 Total: 297.1147; Orientation: 0.0190; Line Search: 227.0398 Iteration 1 ![Iteration 1](etc/1d9d2f2e-14f4-4b30-a420-9a8d53627210.jpg) Adding measurement 6c27e700 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=1.4563330113887787;dx=-5.7910062503771575E-8 New Minimum: 1.4563330113887787 > 1.287898376584053 END: th(1684339.7559414052)=1.287898376584053; dx=-3.726032966793217E-8 evalInputDelta=0.16843463480472565 Fitness changed from 1.4563330113887787 to 1.287898376584053 Iteration 2 complete. Error: 1.287898376584053 Total: 67.9651; Orientation: 0.0187; Line Search: 44.8015 Iteration 2 ![Iteration 2](etc/5fb314e7-d06d-4105-a027-703582bcd0d2.jpg) Adding measurement 30c01c37 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=1.287898376584053;dx=-3.4307878301577875E-8 New Minimum: 1.287898376584053 > 1.0970513299107552 END: th(3628800.0)=1.0970513299107552; dx=-1.9042805177106924E-8 evalInputDelta=0.19084704667329788 Fitness changed from 1.287898376584053 to 1.0970513299107552 Iteration 3 complete. Error: 1.0970513299107552 Total: 67.1955; Orientation: 0.0194; Line Search: 43.9553 Iteration 3 ![Iteration 3](etc/2b9f2c6a-1d23-46a4-8aeb-7717eac90211.jpg) Adding measurement 74b97416 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.987e+03, gradient 1.395e-04, dot -0.933; [b5e630a2-adad-44e9-9c35-6b91f17c09a4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5695159435272217, 1.4563330113887787, 1.287898376584053, 1.0970513299107552 LBFGS Accumulation History: 3 points Removed measurement 37cfda1c to history. Total: 4 th(0)=1.0970513299107552;dx=-1.9449223270936742E-8 New Minimum: 1.0970513299107552 > 0.8807303681969643 END: th(7818012.6031877)=0.8807303681969643; dx=-1.0540022465133567E-8 evalInputDelta=0.2163209617137909 Fitness changed from 1.0970513299107552 to 0.8807303681969643 Iteration 4 complete. Error: 0.8807303681969643 Total: 68.5614; Orientation: 0.5945; Line Search: 44.6306 Iteration 4 ![Iteration 4](etc/642ea0ef-d404-4302-a767-4de83a355bb3.jpg) Adding measurement 6e73974 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.893e+03, gradient 1.086e-04, dot -0.914; [b5e630a2-adad-44e9-9c35-6b91f17c09a4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4563330113887787, 1.287898376584053, 1.0970513299107552, 0.8807303681969643 LBFGS Accumulation History: 3 points Removed measurement 6c27e700 to history. Total: 4 th(0)=0.8807303681969643;dx=-1.1773626327238568E-8 New Minimum: 0.8807303681969643 > 0.6323356628417969 END: th(1.684339755941405E7)=0.6323356628417969; dx=-5.1507206465317735E-9 evalInputDelta=0.2483947053551674 Fitness changed from 0.8807303681969643 to 0.6323356628417969 Iteration 5 complete. Error: 0.6323356628417969 Total: 69.2708; Orientation: 0.5959; Line Search: 45.3938 Iteration 5 ![Iteration 5](etc/0ccbcd19-633b-44c6-832c-3d61c1ed3494.jpg) Adding measurement 1410d645 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.621e+03, gradient 8.274e-05, dot -0.861; [b5e630a2-adad-44e9-9c35-6b91f17c09a4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.287898376584053, 1.0970513299107552, 0.8807303681969643, 0.6323356628417969 LBFGS Accumulation History: 3 points Removed measurement 30c01c37 to history. Total: 4 th(0)=0.6323356628417969;dx=-6.839353332453868E-9 New Minimum: 0.6323356628417969 > 0.3906683176755905 END: th(3.6288E7)=0.3906683176755905; dx=-1.6012289945664583E-9 evalInputDelta=0.24166734516620636 Fitness changed from 0.6323356628417969 to 0.3906683176755905 Iteration 6 complete. Error: 0.3906683176755905 Total: 68.7086; Orientation: 0.6107; Line Search: 45.5405 Adding measurement 984de01 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.352e+03, gradient 8.829e-05, dot -0.605; [b5e630a2-adad-44e9-9c35-6b91f17c09a4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0970513299107552, 0.8807303681969643, 0.6323356628417969, 0.3906683176755905 LBFGS Accumulation History: 3 points Removed measurement 74b97416 to history. Total: 4 th(0)=0.3906683176755905;dx=-7.790431443966242E-9 Armijo: th(7.8180126031877E7)=0.878898624330759; dx=4.4343209963623905E-9 evalInputDelta=-0.48823030665516853 Armijo: th(3.90900630159385E7)=0.45606255531311035; dx=3.732560435733271E-9 evalInputDelta=-0.06539423763751984 New Minimum: 0.3906683176755905 > 0.3169483244419098 END: th(1.3030021005312832E7)=0.3169483244419098; dx=-1.1884840788608677E-9 evalInputDelta=0.07371999323368073 Fitness changed from 0.3906683176755905 to 0.3169483244419098 Iteration 7 complete. Error: 0.3169483244419098 Total: 115.4110; Orientation: 0.6005; Line Search: 91.9021 Adding measurement 20fcea37 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.361e+03, gradient 6.339e-05, dot -0.678; [b5e630a2-adad-44e9-9c35-6b91f17c09a4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8807303681969643, 0.6323356628417969, 0.3906683176755905, 0.3169483244419098 LBFGS Accumulation History: 3 points Removed measurement 6e73974 to history. Total: 4 th(0)=0.3169483244419098;dx=-4.0163364851195766E-9 New Minimum: 0.3169483244419098 > 0.22435563057661057 END: th(2.807232926569009E7)=0.22435563057661057; dx=-1.5707844600717748E-10 evalInputDelta=0.09259269386529922 Fitness changed from 0.3169483244419098 to 0.22435563057661057 Iteration 8 complete. Error: 0.22435563057661057 Total: 68.7716; Orientation: 0.6086; Line Search: 45.7586 Adding measurement 2513155a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.491e+03, gradient 9.189e-05, dot -0.460; [b5e630a2-adad-44e9-9c35-6b91f17c09a4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6323356628417969, 0.3906683176755905, 0.3169483244419098, 0.22435563057661057 LBFGS Accumulation History: 3 points Removed measurement 1410d645 to history. Total: 4 th(0)=0.22435563057661057;dx=-8.442229646705096E-9 Armijo: th(6.048000000000001E7)=0.7805405035614967; dx=5.077068260418887E-9 evalInputDelta=-0.5561848729848862 Armijo: th(3.0240000000000004E7)=0.3580963760614395; dx=4.4260676849536635E-9 evalInputDelta=-0.13374074548482895 New Minimum: 0.22435563057661057 > 0.16978716477751732 END: th(1.0080000000000002E7)=0.16978716477751732; dx=-3.162118494236044E-10 evalInputDelta=0.054568465799093246 Fitness changed from 0.22435563057661057 to 0.16978716477751732 Iteration 9 complete. Error: 0.16978716477751732 Total: 112.1724; Orientation: 0.6112; Line Search: 88.9749 Adding measurement 608b35fa to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.236e+03, gradient 5.475e-05, dot -0.697; [b5e630a2-adad-44e9-9c35-6b91f17c09a4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.3906683176755905, 0.3169483244419098, 0.22435563057661057, 0.16978716477751732 LBFGS Accumulation History: 3 points Removed measurement 984de01 to history. Total: 4 th(0)=0.16978716477751732;dx=-2.9952523460886606E-9 New Minimum: 0.16978716477751732 > 0.09662393108010292 END: th(2.1716701675521392E7)=0.09662393108010292; dx=-1.10576446939709E-9 evalInputDelta=0.0731632336974144 Fitness changed from 0.16978716477751732 to 0.09662393108010292 Iteration 10 complete. Error: 0.09662393108010292 Total: 68.2843; Orientation: 0.6098; Line Search: 44.8863 Iteration 10 ![Iteration 10](etc/6068bf21-f615-416c-8a3a-a07b0d59e3da.jpg) Final threshold in iteration 11: 0.09662393108010292 (> -Infinity) after 1003.559s (< 1800.000s)