Reset training subject: 2495410828336 Reset training subject: 2505008460561 Adding measurement 74d9cf24 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=21.784059623256326;dx=-5.696770470579276E-6 New Minimum: 21.784059623256326 > 21.784035485237837 END: th(2.154434690031884)=21.784035485237837; dx=-5.1102336417453265E-6 evalInputDelta=2.4138018488883972E-5 Fitness changed from 21.784059623256326 to 21.784035485237837 Iteration 1 complete. Error: 21.784035485237837 Total: 48.6031; Orientation: 0.0170; Line Search: 19.6149 Iteration 1 ![Iteration 1](etc/58f87f3c-815c-4683-bfe4-72736075c4e1.jpg) Adding measurement 6ed5eb4e to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=21.784035485237837;dx=-5.57450507822522E-6 New Minimum: 21.784035485237837 > 21.783982018008828 WOLFE (weak): th(4.641588833612779)=21.783982018008828; dx=-5.71235561614208E-6 evalInputDelta=5.346722900867462E-5 New Minimum: 21.783982018008828 > 21.783929720520973 WOLFE (weak): th(9.283177667225559)=21.783929720520973; dx=-5.637657216180117E-6 evalInputDelta=1.057647168636322E-4 New Minimum: 21.783929720520973 > 21.78371623158455 WOLFE (weak): th(27.849533001676676)=21.78371623158455; dx=-5.66209119636408E-6 evalInputDelta=3.192536532878876E-4 New Minimum: 21.78371623158455 > 21.7827553935349 WOLFE (weak): th(111.3981320067067)=21.7827553935349; dx=-5.639995755082577E-6 evalInputDelta=0.0012800917029380798 New Minimum: 21.7827553935349 > 21.7775995824486 WOLFE (weak): th(556.9906600335335)=21.7775995824486; dx=-5.542396659609234E-6 evalInputDelta=0.006435902789235115 New Minimum: 21.7775995824486 > 21.745181826874614 WOLFE (weak): th(3341.9439602012008)=21.745181826874614; dx=-5.56619007671539E-6 evalInputDelta=0.038853658363223076 New Minimum: 21.745181826874614 > 21.508584124967456 END: th(23393.607721408407)=21.508584124967456; dx=-4.95019397458555E-6 evalInputDelta=0.275451360270381 Fitness changed from 21.784035485237837 to 21.508584124967456 Iteration 2 complete. Error: 21.508584124967456 Total: 87.1294; Orientation: 0.0073; Line Search: 77.3453 Iteration 2 ![Iteration 2](etc/0500710d-f8ef-4732-ba81-bf50379b8d31.jpg) Adding measurement 24c9a3ee to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=21.508584124967456;dx=-5.025187091212536E-6 New Minimum: 21.508584124967456 > 20.94280841946602 END: th(50400.00000000001)=20.94280841946602; dx=-3.9945811811286364E-6 evalInputDelta=0.5657757055014372 Fitness changed from 21.508584124967456 to 20.94280841946602 Iteration 3 complete. Error: 20.94280841946602 Total: 29.5947; Orientation: 0.0071; Line Search: 19.2603 Iteration 3 ![Iteration 3](etc/2df3210d-4492-42ab-8f68-a9a399b88236.jpg) Adding measurement 29dc8ff7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.170e+03, gradient 2.296e-03, dot -0.712; [e88722a5-6a39-4207-acf3-4e0a2ff8bf85 = 1.000/1.000e+00] Orientation rejected. Popping history element from 20.94280841946602, 21.508584124967456, 21.784035485237837, 21.784059623256326 LBFGS Accumulation History: 3 points Removed measurement 29dc8ff7 to history. Total: 3 th(0)=20.94280841946602;dx=-4.829941912158254E-6 New Minimum: 20.94280841946602 > 19.720778103917837 END: th(108583.50837760697)=19.720778103917837; dx=-2.5621461660459418E-6 evalInputDelta=1.2220303155481815 Fitness changed from 20.94280841946602 to 19.720778103917837 Iteration 4 complete. Error: 19.720778103917837 Total: 29.7327; Orientation: 0.2189; Line Search: 19.7524 Iteration 4 ![Iteration 4](etc/cfd2defc-5350-45f4-b95b-ac66f8f530ee.jpg) Adding measurement 1928c264 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.355e+03, gradient 1.739e-03, dot -0.582; [e88722a5-6a39-4207-acf3-4e0a2ff8bf85 = 1.000/1.000e+00] Orientation rejected. Popping history element from 19.720778103917837, 21.508584124967456, 21.784035485237837, 21.784059623256326 LBFGS Accumulation History: 3 points Removed measurement 1928c264 to history. Total: 3 th(0)=19.720778103917837;dx=-2.776985816061132E-6 New Minimum: 19.720778103917837 > 18.19285535439849 END: th(233936.07721408413)=18.19285535439849; dx=-1.6291560223529988E-6 evalInputDelta=1.5279227495193481 Fitness changed from 19.720778103917837 to 18.19285535439849 Iteration 5 complete. Error: 18.19285535439849 Total: 29.2181; Orientation: 0.1928; Line Search: 19.2195 Iteration 5 ![Iteration 5](etc/e6b31a6e-8bfb-4a6f-a173-9b8c21954b70.jpg) Adding measurement 442e492c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.546e+03, gradient 1.573e-03, dot -0.512; [e88722a5-6a39-4207-acf3-4e0a2ff8bf85 = 1.000/1.000e+00] Orientation rejected. Popping history element from 18.19285535439849, 21.508584124967456, 21.784035485237837, 21.784059623256326 LBFGS Accumulation History: 3 points Removed measurement 442e492c to history. Total: 3 th(0)=18.19285535439849;dx=-2.3564197773354954E-6 New Minimum: 18.19285535439849 > 15.843984425067902 END: th(504000.0000000002)=15.843984425067902; dx=-9.246944156034686E-7 evalInputDelta=2.3488709293305874 Fitness changed from 18.19285535439849 to 15.843984425067902 Iteration 6 complete. Error: 15.843984425067902 Total: 29.4643; Orientation: 0.3597; Line Search: 19.5982 Adding measurement 12373d0b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.723e+03, gradient 1.275e-03, dot -0.469; [e88722a5-6a39-4207-acf3-4e0a2ff8bf85 = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.843984425067902, 21.508584124967456, 21.784035485237837, 21.784059623256326 LBFGS Accumulation History: 3 points Removed measurement 12373d0b to history. Total: 3 th(0)=15.843984425067902;dx=-1.5666740413537986E-6 New Minimum: 15.843984425067902 > 13.00561372935772 END: th(1085835.0837760698)=13.00561372935772; dx=-5.108442701512009E-7 evalInputDelta=2.838370695710182 Fitness changed from 15.843984425067902 to 13.00561372935772 Iteration 7 complete. Error: 13.00561372935772 Total: 29.0093; Orientation: 0.1939; Line Search: 19.1471 Adding measurement 6d626f5b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.045e+03, gradient 1.075e-03, dot -0.416; [e88722a5-6a39-4207-acf3-4e0a2ff8bf85 = 1.000/1.000e+00] Orientation rejected. Popping history element from 13.00561372935772, 21.508584124967456, 21.784035485237837, 21.784059623256326 LBFGS Accumulation History: 3 points Removed measurement 6d626f5b to history. Total: 3 th(0)=13.00561372935772;dx=-1.0439162973647426E-6 New Minimum: 13.00561372935772 > 9.762647211551666 END: th(2339360.7721408415)=9.762647211551666; dx=-2.517317803141776E-7 evalInputDelta=3.242966517806053 Fitness changed from 13.00561372935772 to 9.762647211551666 Iteration 8 complete. Error: 9.762647211551666 Total: 29.3705; Orientation: 0.2291; Line Search: 19.6013 Adding measurement 248be0ac to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.103e+03, gradient 6.341e-04, dot -0.450; [e88722a5-6a39-4207-acf3-4e0a2ff8bf85 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.762647211551666, 21.508584124967456, 21.784035485237837, 21.784059623256326 LBFGS Accumulation History: 3 points Removed measurement 248be0ac to history. Total: 3 th(0)=9.762647211551666;dx=-3.8997604235635416E-7 New Minimum: 9.762647211551666 > 6.916300982236862 END: th(5040000.000000002)=6.916300982236862; dx=-8.967835816854143E-8 evalInputDelta=2.846346229314804 Fitness changed from 9.762647211551666 to 6.916300982236862 Iteration 9 complete. Error: 6.916300982236862 Total: 28.4930; Orientation: 0.2104; Line Search: 18.8823 Adding measurement 6b19dc40 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.636e+03, gradient 4.993e-04, dot -0.329; [e88722a5-6a39-4207-acf3-4e0a2ff8bf85 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.916300982236862, 21.508584124967456, 21.784035485237837, 21.784059623256326 LBFGS Accumulation History: 3 points Removed measurement 6b19dc40 to history. Total: 3 th(0)=6.916300982236862;dx=-2.2886683018931708E-7 New Minimum: 6.916300982236862 > 6.651726961135864 WOLF (strong): th(1.0858350837760698E7)=6.651726961135864; dx=1.1817555926489218E-8 evalInputDelta=0.2645740211009979 New Minimum: 6.651726961135864 > 5.447423651814461 END: th(5429175.418880349)=5.447423651814461; dx=-4.860979778643547E-8 evalInputDelta=1.4688773304224014 Fitness changed from 6.916300982236862 to 5.447423651814461 Iteration 10 complete. Error: 5.447423651814461 Total: 38.7768; Orientation: 0.1708; Line Search: 29.1564 Iteration 10 ![Iteration 10](etc/506c6dd8-d08f-4e0e-880c-999f36c81c0e.jpg) Final threshold in iteration 11: 5.447423651814461 (> -Infinity) after 379.476s (< 1800.000s)