Reset training subject: 1392308725015 Reset training subject: 1397985121173 Adding measurement 52c38ddf to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=22.364257492125034;dx=-3.917668806614681E-5 New Minimum: 22.364257492125034 > 22.364138778299093 WOLFE (weak): th(2.154434690031884)=22.364138778299093; dx=-3.9457889775564465E-5 evalInputDelta=1.1871382594108582E-4 New Minimum: 22.364138778299093 > 22.36401953920722 WOLFE (weak): th(4.308869380063768)=22.36401953920722; dx=-3.8858256360437435E-5 evalInputDelta=2.3795291781425476E-4 New Minimum: 22.36401953920722 > 22.36354281567037 WOLFE (weak): th(12.926608140191302)=22.36354281567037; dx=-3.9489758496799956E-5 evalInputDelta=7.146764546632767E-4 New Minimum: 22.36354281567037 > 22.361397003754973 WOLFE (weak): th(51.70643256076521)=22.361397003754973; dx=-3.952728767794348E-5 evalInputDelta=0.0028604883700609207 New Minimum: 22.361397003754973 > 22.349950101226568 WOLFE (weak): th(258.53216280382605)=22.349950101226568; dx=-3.8852068145503224E-5 evalInputDelta=0.01430739089846611 New Minimum: 22.349950101226568 > 22.28074649348855 WOLFE (weak): th(1551.1929768229563)=22.28074649348855; dx=-3.730597333151542E-5 evalInputDelta=0.08351099863648415 New Minimum: 22.28074649348855 > 21.837713005021214 END: th(10858.350837760694)=21.837713005021214; dx=-2.5771688350792613E-5 evalInputDelta=0.5265444871038198 Fitness changed from 22.364257492125034 to 21.837713005021214 Iteration 1 complete. Error: 21.837713005021214 Total: 63.3703; Orientation: 0.0598; Line Search: 46.8462 Iteration 1 ![Iteration 1](etc/95961b3b-395f-4a0a-9076-f6fef8027417.jpg) Adding measurement 26bdb797 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=21.837713005021214;dx=-2.4380978817372346E-5 New Minimum: 21.837713005021214 > 21.034402288496494 END: th(23393.607721408407)=21.034402288496494; dx=-1.452079440237499E-5 evalInputDelta=0.8033107165247202 Fitness changed from 21.837713005021214 to 21.034402288496494 Iteration 2 complete. Error: 21.034402288496494 Total: 17.5880; Orientation: 0.0262; Line Search: 10.9850 Iteration 2 ![Iteration 2](etc/0bb29d0f-92a3-4dd1-947b-a465ad4595ad.jpg) Adding measurement 3e580800 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=21.034402288496494;dx=-1.7702833577646668E-5 New Minimum: 21.034402288496494 > 19.609796553850174 END: th(50400.00000000001)=19.609796553850174; dx=-9.159040875424947E-6 evalInputDelta=1.4246057346463203 Fitness changed from 21.034402288496494 to 19.609796553850174 Iteration 3 complete. Error: 19.609796553850174 Total: 18.0972; Orientation: 0.0249; Line Search: 11.1234 Iteration 3 ![Iteration 3](etc/7a209c5d-6d47-4d3c-9569-0f0da0cfc8d7.jpg) Adding measurement 5fe13745 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.706e+02, gradient 3.873e-03, dot -0.625; [463e1150-d84a-498d-85db-cfa54abca451 = 1.000/1.000e+00] Orientation rejected. Popping history element from 19.609796553850174, 21.034402288496494, 21.837713005021214, 22.364257492125034 LBFGS Accumulation History: 3 points Removed measurement 5fe13745 to history. Total: 3 th(0)=19.609796553850174;dx=-1.4704801442169225E-5 New Minimum: 19.609796553850174 > 18.022231876850128 END: th(108583.50837760697)=18.022231876850128; dx=-2.362279072917172E-6 evalInputDelta=1.5875646770000458 Fitness changed from 19.609796553850174 to 18.022231876850128 Iteration 4 complete. Error: 18.022231876850128 Total: 17.5286; Orientation: 0.3186; Line Search: 11.9045 Iteration 4 ![Iteration 4](etc/b8a61a3d-3c11-40ff-972d-81cba814e392.jpg) Adding measurement 44db3922 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.552e+02, gradient 4.575e-03, dot -0.318; [463e1150-d84a-498d-85db-cfa54abca451 = 1.000/1.000e+00] Orientation rejected. Popping history element from 18.022231876850128, 21.034402288496494, 21.837713005021214, 22.364257492125034 LBFGS Accumulation History: 3 points Removed measurement 44db3922 to history. Total: 3 th(0)=18.022231876850128;dx=-2.0428651074747953E-5 New Minimum: 18.022231876850128 > 16.190948754549026 END: th(233936.07721408413)=16.190948754549026; dx=-9.275063494338784E-7 evalInputDelta=1.8312831223011017 Fitness changed from 18.022231876850128 to 16.190948754549026 Iteration 5 complete. Error: 16.190948754549026 Total: 16.8897; Orientation: 0.2948; Line Search: 10.9202 Iteration 5 ![Iteration 5](etc/7c1ba227-c22f-4f86-ab9b-9a0ed106a3e0.jpg) Adding measurement 481e5b91 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.651e+03, gradient 8.803e-03, dot -0.152; [463e1150-d84a-498d-85db-cfa54abca451 = 1.000/1.000e+00] Orientation rejected. Popping history element from 16.190948754549026, 21.034402288496494, 21.837713005021214, 22.364257492125034 LBFGS Accumulation History: 3 points Removed measurement 481e5b91 to history. Total: 3 th(0)=16.190948754549026;dx=-7.708100031135399E-5 New Minimum: 16.190948754549026 > 12.577171877026558 END: th(504000.0000000002)=12.577171877026558; dx=-9.56020388502164E-7 evalInputDelta=3.6137768775224686 Fitness changed from 16.190948754549026 to 12.577171877026558 Iteration 6 complete. Error: 12.577171877026558 Total: 16.9785; Orientation: 0.2937; Line Search: 10.8143 Adding measurement 73d60e24 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.092e+03, gradient 6.661e-03, dot -0.071; [463e1150-d84a-498d-85db-cfa54abca451 = 1.000/1.000e+00] Orientation rejected. Popping history element from 12.577171877026558, 21.034402288496494, 21.837713005021214, 22.364257492125034 LBFGS Accumulation History: 3 points Removed measurement 73d60e24 to history. Total: 3 th(0)=12.577171877026558;dx=-4.39955766414062E-5 New Minimum: 12.577171877026558 > 9.97169804573059 WOLF (strong): th(1085835.0837760698)=9.97169804573059; dx=1.1185019606721489E-6 evalInputDelta=2.605473831295967 New Minimum: 9.97169804573059 > 8.48721869289875 END: th(542917.5418880349)=8.48721869289875; dx=-4.645301152080857E-7 evalInputDelta=4.089953184127808 Fitness changed from 12.577171877026558 to 8.48721869289875 Iteration 7 complete. Error: 8.48721869289875 Total: 24.1663; Orientation: 1.3865; Line Search: 16.7740 Adding measurement 1fb28f6b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.472e+03, gradient 2.787e-03, dot -0.085; [463e1150-d84a-498d-85db-cfa54abca451 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.48721869289875, 21.034402288496494, 21.837713005021214, 22.364257492125034 LBFGS Accumulation History: 3 points Removed measurement 1fb28f6b to history. Total: 3 th(0)=8.48721869289875;dx=-7.615827270075425E-6 New Minimum: 8.48721869289875 > 7.2635373920202255 END: th(1169680.3860704207)=7.2635373920202255; dx=-4.4320243130394737E-7 evalInputDelta=1.2236813008785248 Fitness changed from 8.48721869289875 to 7.2635373920202255 Iteration 8 complete. Error: 7.2635373920202255 Total: 17.1856; Orientation: 0.4085; Line Search: 11.2672 Adding measurement 22a84968 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.705e+03, gradient 2.077e-03, dot -0.142; [463e1150-d84a-498d-85db-cfa54abca451 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.2635373920202255, 21.034402288496494, 21.837713005021214, 22.364257492125034 LBFGS Accumulation History: 3 points Removed measurement 22a84968 to history. Total: 3 th(0)=7.2635373920202255;dx=-4.1336548403154075E-6 Armijo: th(2520000.000000001)=7.818547531962395; dx=1.10072474443307E-7 evalInputDelta=-0.5550101399421692 New Minimum: 7.2635373920202255 > 6.499529272317886 END: th(1260000.0000000005)=6.499529272317886; dx=-9.368228542446566E-8 evalInputDelta=0.7640081197023392 Fitness changed from 7.2635373920202255 to 6.499529272317886 Iteration 9 complete. Error: 6.499529272317886 Total: 24.4787; Orientation: 0.3992; Line Search: 17.8642 Adding measurement 4099d2a8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.741e+02, gradient 2.082e-03, dot -0.059; [463e1150-d84a-498d-85db-cfa54abca451 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.499529272317886, 21.034402288496494, 21.837713005021214, 22.364257492125034 LBFGS Accumulation History: 3 points Removed measurement 4099d2a8 to history. Total: 3 th(0)=6.499529272317886;dx=-4.3006534701810196E-6 Armijo: th(2714587.7094401745)=8.498299151659012; dx=1.39584784027097E-7 evalInputDelta=-1.9987698793411255 Armijo: th(1357293.8547200873)=6.698281407356262; dx=-9.300458035068685E-8 evalInputDelta=-0.19875213503837585 New Minimum: 6.499529272317886 > 5.818278357386589 END: th(452431.2849066958)=5.818278357386589; dx=-1.4298904750320975E-7 evalInputDelta=0.6812509149312973 Fitness changed from 6.499529272317886 to 5.818278357386589 Iteration 10 complete. Error: 5.818278357386589 Total: 27.6277; Orientation: 0.2905; Line Search: 21.8640 Iteration 10 ![Iteration 10](etc/e1b30b63-4739-4d0a-a8be-bb6a3aea8f9b.jpg) Final threshold in iteration 11: 5.818278357386589 (> -Infinity) after 243.971s (< 1800.000s)