Reset training subject: 757217117785 Reset training subject: 758714853365 Adding measurement 18fb3153 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.361818142235279;dx=-1.7197904797476107E-6 New Minimum: 7.361818142235279 > 7.361811876296997 WOLFE (weak): th(2.154434690031884)=7.361811876296997; dx=-1.7205513570675574E-6 evalInputDelta=6.2659382820129395E-6 New Minimum: 7.361811876296997 > 7.361806347966194 WOLFE (weak): th(4.308869380063768)=7.361806347966194; dx=-1.719746934697638E-6 evalInputDelta=1.179426908493042E-5 New Minimum: 7.361806347966194 > 7.361782178282738 WOLFE (weak): th(12.926608140191302)=7.361782178282738; dx=-1.7192667554321596E-6 evalInputDelta=3.596395254135132E-5 New Minimum: 7.361782178282738 > 7.361675336956978 WOLFE (weak): th(51.70643256076521)=7.361675336956978; dx=-1.7195412767276566E-6 evalInputDelta=1.4280527830123901E-4 New Minimum: 7.361675336956978 > 7.36110407859087 WOLFE (weak): th(258.53216280382605)=7.36110407859087; dx=-1.7182965087593857E-6 evalInputDelta=7.140636444091797E-4 New Minimum: 7.36110407859087 > 7.357533901929855 WOLFE (weak): th(1551.1929768229563)=7.357533901929855; dx=-1.7200943362681385E-6 evalInputDelta=0.004284240305423737 New Minimum: 7.357533901929855 > 7.331907480955124 WOLFE (weak): th(10858.350837760694)=7.331907480955124; dx=-1.7093689926327457E-6 evalInputDelta=0.029910661280155182 New Minimum: 7.331907480955124 > 7.126666612923145 WOLFE (weak): th(86866.80670208555)=7.126666612923145; dx=-1.6456954738875833E-6 evalInputDelta=0.2351515293121338 New Minimum: 7.126666612923145 > 5.648696385324001 END: th(781801.26031877)=5.648696385324001; dx=-1.0360940799398683E-6 evalInputDelta=1.7131217569112778 Fitness changed from 7.361818142235279 to 5.648696385324001 Iteration 1 complete. Error: 5.648696385324001 Total: 18.5733; Orientation: 0.0033; Line Search: 13.2929 Iteration 1 ![Iteration 1](etc/a7deae0b-b3ae-40f1-97b9-52aaf2654529.jpg) Adding measurement 280d4b2 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=5.648696385324001;dx=-8.526421388911736E-7 New Minimum: 5.648696385324001 > 4.137986123561859 END: th(1684339.7559414052)=4.137986123561859; dx=-3.821854624863603E-7 evalInputDelta=1.5107102617621422 Fitness changed from 5.648696385324001 to 4.137986123561859 Iteration 2 complete. Error: 4.137986123561859 Total: 4.1255; Orientation: 0.0033; Line Search: 2.6602 Iteration 2 ![Iteration 2](etc/0de076fb-c62e-4e31-bcc6-065387d83c92.jpg) Adding measurement 194e9298 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.137986123561859;dx=-3.7560163200827307E-7 New Minimum: 4.137986123561859 > 3.1951214969158173 END: th(3628800.0)=3.1951214969158173; dx=-1.084079265160287E-7 evalInputDelta=0.9428646266460419 Fitness changed from 4.137986123561859 to 3.1951214969158173 Iteration 3 complete. Error: 3.1951214969158173 Total: 4.4170; Orientation: 0.0031; Line Search: 2.9864 Iteration 3 ![Iteration 3](etc/bf433aee-2419-4c42-82b1-0151e43c9ac3.jpg) Adding measurement 2e1381d0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.029e+03, gradient 4.944e-04, dot -0.660; [ab057f1d-28d6-496e-a816-8a0109df2173 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.1951214969158173, 4.137986123561859, 5.648696385324001, 7.361818142235279 LBFGS Accumulation History: 3 points Removed measurement 2e1381d0 to history. Total: 3 th(0)=3.1951214969158173;dx=-2.4352761313838277E-7 New Minimum: 3.1951214969158173 > 2.8409891724586487 WOLF (strong): th(7818012.6031877)=2.8409891724586487; dx=2.3108854727559782E-8 evalInputDelta=0.3541323244571686 New Minimum: 2.8409891724586487 > 2.6077570021152496 END: th(3909006.30159385)=2.6077570021152496; dx=-3.7825150554062625E-8 evalInputDelta=0.5873644948005676 Fitness changed from 3.1951214969158173 to 2.6077570021152496 Iteration 4 complete. Error: 2.6077570021152496 Total: 5.2645; Orientation: 0.1178; Line Search: 3.8770 Iteration 4 ![Iteration 4](etc/54e7f2e8-3be3-49d8-bac6-5e382614c8ff.jpg) Adding measurement 6fe6dd4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.392e+03, gradient 5.015e-04, dot -0.591; [ab057f1d-28d6-496e-a816-8a0109df2173 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.6077570021152496, 4.137986123561859, 5.648696385324001, 7.361818142235279 LBFGS Accumulation History: 3 points Removed measurement 6fe6dd4 to history. Total: 3 th(0)=2.6077570021152496;dx=-2.4983117179856415E-7 Armijo: th(8421698.779707026)=2.9105309396982193; dx=6.794078722981606E-8 evalInputDelta=-0.30277393758296967 New Minimum: 2.6077570021152496 > 2.3293735086917877 WOLF (strong): th(4210849.389853513)=2.3293735086917877; dx=2.7859540245133424E-8 evalInputDelta=0.2783834934234619 New Minimum: 2.3293735086917877 > 2.274068206548691 END: th(1403616.4632845044)=2.274068206548691; dx=-1.1107595543696978E-7 evalInputDelta=0.33368879556655884 Fitness changed from 2.6077570021152496 to 2.274068206548691 Iteration 5 complete. Error: 2.274068206548691 Total: 8.7656; Orientation: 0.1223; Line Search: 7.1922 Iteration 5 ![Iteration 5](etc/ba9e4785-237f-4a6f-97e1-209b567c1b24.jpg) Adding measurement 1410fe23 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.815e+03, gradient 3.535e-04, dot -0.743; [ab057f1d-28d6-496e-a816-8a0109df2173 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.274068206548691, 4.137986123561859, 5.648696385324001, 7.361818142235279 LBFGS Accumulation History: 3 points Removed measurement 1410fe23 to history. Total: 3 th(0)=2.274068206548691;dx=-1.2408284306482518E-7 New Minimum: 2.274068206548691 > 1.971666008234024 END: th(3024000.0)=1.971666008234024; dx=-5.4474111097870357E-8 evalInputDelta=0.30240219831466675 Fitness changed from 2.274068206548691 to 1.971666008234024 Iteration 6 complete. Error: 1.971666008234024 Total: 4.3297; Orientation: 0.0717; Line Search: 2.8219 Adding measurement 36341b83 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.238e+03, gradient 3.557e-04, dot -0.676; [ab057f1d-28d6-496e-a816-8a0109df2173 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.971666008234024, 4.137986123561859, 5.648696385324001, 7.361818142235279 LBFGS Accumulation History: 3 points Removed measurement 36341b83 to history. Total: 3 th(0)=1.971666008234024;dx=-1.2535483850057982E-7 New Minimum: 1.971666008234024 > 1.8612631857395172 END: th(6515010.502656417)=1.8612631857395172; dx=-4.378070947028154E-9 evalInputDelta=0.11040282249450684 Fitness changed from 1.971666008234024 to 1.8612631857395172 Iteration 7 complete. Error: 1.8612631857395172 Total: 4.2631; Orientation: 0.0954; Line Search: 2.7994 Adding measurement 58df7389 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.795e+03, gradient 4.469e-04, dot -0.456; [ab057f1d-28d6-496e-a816-8a0109df2173 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.8612631857395172, 4.137986123561859, 5.648696385324001, 7.361818142235279 LBFGS Accumulation History: 3 points Removed measurement 58df7389 to history. Total: 3 th(0)=1.8612631857395172;dx=-1.985530847388256E-7 Armijo: th(1.4036164632845046E7)=3.120379112660885; dx=1.2903361160923208E-7 evalInputDelta=-1.2591159269213676 New Minimum: 1.8612631857395172 > 1.7330355048179626 WOLF (strong): th(7018082.316422523)=1.7330355048179626; dx=6.653191891478573E-8 evalInputDelta=0.12822768092155457 New Minimum: 1.7330355048179626 > 1.4439114332199097 END: th(2339360.772140841)=1.4439114332199097; dx=-7.51949610326694E-8 evalInputDelta=0.41735175251960754 Fitness changed from 1.8612631857395172 to 1.4439114332199097 Iteration 8 complete. Error: 1.4439114332199097 Total: 6.8756; Orientation: 0.1929; Line Search: 5.2552 Adding measurement 1af48e2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.526e+03, gradient 3.209e-04, dot -0.572; [ab057f1d-28d6-496e-a816-8a0109df2173 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4439114332199097, 4.137986123561859, 5.648696385324001, 7.361818142235279 LBFGS Accumulation History: 3 points Removed measurement 1af48e2 to history. Total: 3 th(0)=1.4439114332199097;dx=-1.0207852015644466E-7 New Minimum: 1.4439114332199097 > 1.2531697452068329 WOLF (strong): th(5040000.000000001)=1.2531697452068329; dx=3.7559700607718076E-9 evalInputDelta=0.19074168801307678 New Minimum: 1.2531697452068329 > 1.2433403730392456 END: th(2520000.0000000005)=1.2433403730392456; dx=-3.848834417097218E-8 evalInputDelta=0.20057106018066406 Fitness changed from 1.4439114332199097 to 1.2433403730392456 Iteration 9 complete. Error: 1.2433403730392456 Total: 5.7965; Orientation: 0.0941; Line Search: 4.3163 Adding measurement 48a7b9b1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.639e+03, gradient 2.587e-04, dot -0.649; [ab057f1d-28d6-496e-a816-8a0109df2173 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2433403730392456, 4.137986123561859, 5.648696385324001, 7.361818142235279 LBFGS Accumulation History: 3 points Removed measurement 48a7b9b1 to history. Total: 3 th(0)=1.2433403730392456;dx=-6.64041023585709E-8 New Minimum: 1.2433403730392456 > 1.086162880063057 END: th(5429175.418880348)=1.086162880063057; dx=-1.2416285704451416E-8 evalInputDelta=0.15717749297618866 Fitness changed from 1.2433403730392456 to 1.086162880063057 Iteration 10 complete. Error: 1.086162880063057 Total: 4.0078; Orientation: 0.1035; Line Search: 2.5641 Iteration 10 ![Iteration 10](etc/f47e9d4d-4fcc-4e6e-b946-7b534e9d22ac.jpg) Final threshold in iteration 11: 1.086162880063057 (> -Infinity) after 66.449s (< 3600.000s)