Reset training subject: 813645166916 Reset training subject: 816634843147 Adding measurement 5199766 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=11.261274203658104;dx=-1.221794825535827E-5 New Minimum: 11.261274203658104 > 11.26123809069395 WOLFE (weak): th(2.154434690031884)=11.26123809069395; dx=-1.22122507926871E-5 evalInputDelta=3.6112964153289795E-5 New Minimum: 11.26123809069395 > 11.261201545596123 WOLFE (weak): th(4.308869380063768)=11.261201545596123; dx=-1.2215410417222704E-5 evalInputDelta=7.265806198120117E-5 New Minimum: 11.261201545596123 > 11.261058013886213 WOLFE (weak): th(12.926608140191302)=11.261058013886213; dx=-1.222030619779873E-5 evalInputDelta=2.1618977189064026E-4 New Minimum: 11.261058013886213 > 11.26041068136692 WOLFE (weak): th(51.70643256076521)=11.26041068136692; dx=-1.2221686110205738E-5 evalInputDelta=8.635222911834717E-4 New Minimum: 11.26041068136692 > 11.25695689022541 WOLFE (weak): th(258.53216280382605)=11.25695689022541; dx=-1.2225468226601243E-5 evalInputDelta=0.0043173134326934814 New Minimum: 11.25695689022541 > 11.235330995172262 WOLFE (weak): th(1551.1929768229563)=11.235330995172262; dx=-1.2268650659627304E-5 evalInputDelta=0.02594320848584175 New Minimum: 11.235330995172262 > 11.077371079474688 WOLFE (weak): th(10858.350837760694)=11.077371079474688; dx=-1.2539596543740281E-5 evalInputDelta=0.18390312418341637 New Minimum: 11.077371079474688 > 9.782400235533714 WOLFE (weak): th(86866.80670208555)=9.782400235533714; dx=-1.1875800053400456E-5 evalInputDelta=1.4788739681243896 New Minimum: 9.782400235533714 > 4.386841714382172 END: th(781801.26031877)=4.386841714382172; dx=-2.933424562053454E-7 evalInputDelta=6.874432489275932 Fitness changed from 11.261274203658104 to 4.386841714382172 Iteration 1 complete. Error: 4.386841714382172 Total: 37.5032; Orientation: 0.0565; Line Search: 28.4155 Iteration 1 ![Iteration 1](etc/46861660-8497-4df2-b591-600366feadac.jpg) Adding measurement 77d2649d to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=4.386841714382172;dx=-4.2791089496590064E-6 New Minimum: 4.386841714382172 > 2.8396539092063904 WOLF (strong): th(1684339.7559414052)=2.8396539092063904; dx=2.952529803558564E-6 evalInputDelta=1.5471878051757812 New Minimum: 2.8396539092063904 > 2.1919314712285995 END: th(842169.8779707026)=2.1919314712285995; dx=-8.684392046093537E-7 evalInputDelta=2.194910243153572 Fitness changed from 4.386841714382172 to 2.1919314712285995 Iteration 2 complete. Error: 2.1919314712285995 Total: 11.8915; Orientation: 0.0213; Line Search: 9.1012 Iteration 2 ![Iteration 2](etc/56d3daab-9769-4b74-a194-6dc9636092d9.jpg) Adding measurement ba5a848 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=2.1919314712285995;dx=-1.9026881059187148E-6 Armijo: th(1814400.0)=4.406099826097488; dx=3.5130075696935894E-6 evalInputDelta=-2.214168354868889 New Minimum: 2.1919314712285995 > 1.4557368159294128 WOLF (strong): th(907200.0)=1.4557368159294128; dx=8.226655710092201E-7 evalInputDelta=0.7361946552991867 END: th(302400.0)=1.5741632282733917; dx=-1.199160218783055E-6 evalInputDelta=0.6177682429552078 Fitness changed from 2.1919314712285995 to 1.4557368159294128 Iteration 3 complete. Error: 1.4557368159294128 Total: 15.3943; Orientation: 0.0209; Line Search: 12.6737 Iteration 3 ![Iteration 3](etc/5950e35a-f279-4841-ad13-8c6c9dfa5148.jpg) Adding measurement 40ba04c9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.293e+03, gradient 2.190e-03, dot -0.595; [3479b7d8-5311-4728-8b1f-9d5a6763aa61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4557368159294128, 2.1919314712285995, 4.386841714382172, 11.261274203658104 LBFGS Accumulation History: 3 points Removed measurement 40ba04c9 to history. Total: 3 th(0)=1.4557368159294128;dx=-4.796266616273756E-6 New Minimum: 1.4557368159294128 > 0.8541161119937897 WOLF (strong): th(651501.0502656417)=0.8541161119937897; dx=8.171522617875606E-7 evalInputDelta=0.6016207039356232 New Minimum: 0.8541161119937897 > 0.7098095417022705 WOLF (strong): th(325750.5251328208)=0.7098095417022705; dx=2.2281918825403609E-7 evalInputDelta=0.7459272742271423 END: th(108583.50837760694)=0.9407185763120651; dx=-2.4812962622071543E-6 evalInputDelta=0.5150182396173477 Fitness changed from 1.4557368159294128 to 0.7098095417022705 Iteration 4 complete. Error: 0.7098095417022705 Total: 16.6615; Orientation: 0.3993; Line Search: 13.5972 Iteration 4 ![Iteration 4](etc/a032a6b6-3de6-4add-84fd-c0d682bfc6d0.jpg) Adding measurement 7e0dc3ba to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.107e+03, gradient 8.564e-04, dot -0.825; [3479b7d8-5311-4728-8b1f-9d5a6763aa61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7098095417022705, 2.1919314712285995, 4.386841714382172, 11.261274203658104 LBFGS Accumulation History: 3 points Removed measurement 7e0dc3ba to history. Total: 3 th(0)=0.7098095417022705;dx=-7.30201753157213E-7 New Minimum: 0.7098095417022705 > 0.520423099398613 END: th(233936.07721408407)=0.520423099398613; dx=-5.861949034194788E-7 evalInputDelta=0.18938644230365753 Fitness changed from 0.7098095417022705 to 0.520423099398613 Iteration 5 complete. Error: 0.520423099398613 Total: 8.5365; Orientation: 0.3287; Line Search: 5.4102 Iteration 5 ![Iteration 5](etc/df81611c-b78b-4f2f-9d9e-6bfb0c5ffa24.jpg) Adding measurement 6aefb286 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.816e+03, gradient 7.174e-04, dot -0.885; [3479b7d8-5311-4728-8b1f-9d5a6763aa61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.520423099398613, 2.1919314712285995, 4.386841714382172, 11.261274203658104 LBFGS Accumulation History: 3 points Removed measurement 6aefb286 to history. Total: 3 th(0)=0.520423099398613;dx=-5.123355963959304E-7 New Minimum: 0.520423099398613 > 0.248765766620636 END: th(504000.00000000006)=0.248765766620636; dx=-3.874349164843559E-7 evalInputDelta=0.271657332777977 Fitness changed from 0.520423099398613 to 0.248765766620636 Iteration 6 complete. Error: 0.248765766620636 Total: 9.5434; Orientation: 0.3096; Line Search: 6.3995 Adding measurement e2ce026 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.585e+03, gradient 6.138e-04, dot -0.912; [3479b7d8-5311-4728-8b1f-9d5a6763aa61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.248765766620636, 2.1919314712285995, 4.386841714382172, 11.261274203658104 LBFGS Accumulation History: 3 points Removed measurement e2ce026 to history. Total: 3 th(0)=0.248765766620636;dx=-3.758664228355041E-7 New Minimum: 0.248765766620636 > -0.1472868025302887 END: th(1085835.0837760696)=-0.1472868025302887; dx=-2.559067058321252E-7 evalInputDelta=0.3960525691509247 Fitness changed from 0.248765766620636 to -0.1472868025302887 Iteration 7 complete. Error: -0.1472868025302887 Total: 8.6961; Orientation: 0.2468; Line Search: 5.6581 Adding measurement 2ddbfde6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.174e+03, gradient 5.187e-04, dot -0.847; [3479b7d8-5311-4728-8b1f-9d5a6763aa61 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.1472868025302887, 2.1919314712285995, 4.386841714382172, 11.261274203658104 LBFGS Accumulation History: 3 points Removed measurement 2ddbfde6 to history. Total: 3 th(0)=-0.1472868025302887;dx=-2.677091682361767E-7 Armijo: th(2339360.772140841)=-0.08235162496566772; dx=2.6015899907592426E-7 evalInputDelta=-0.06493517756462097 New Minimum: -0.1472868025302887 > -0.3248409181833267 END: th(1169680.3860704205)=-0.3248409181833267; dx=-2.6972569034982415E-8 evalInputDelta=0.17755411565303802 Fitness changed from -0.1472868025302887 to -0.3248409181833267 Iteration 8 complete. Error: -0.3248409181833267 Total: 12.6618; Orientation: 0.2465; Line Search: 9.6355 Adding measurement 6e5e3bf1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.780e+03, gradient 8.037e-04, dot -0.589; [3479b7d8-5311-4728-8b1f-9d5a6763aa61 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.3248409181833267, 2.1919314712285995, 4.386841714382172, 11.261274203658104 LBFGS Accumulation History: 3 points Removed measurement 6e5e3bf1 to history. Total: 3 th(0)=-0.3248409181833267;dx=-6.445138150125693E-7 Armijo: th(2520000.0000000005)=1.7274640202522278; dx=1.7394180137550895E-6 evalInputDelta=-2.0523049384355545 Armijo: th(1260000.0000000002)=-0.09489908814430237; dx=4.467913376099657E-7 evalInputDelta=-0.22994183003902435 New Minimum: -0.3248409181833267 > -0.4556373059749603 WOLF (strong): th(420000.00000000006)=-0.4556373059749603; dx=9.02340477735223E-8 evalInputDelta=0.1307963877916336 END: th(105000.00000000001)=-0.39703643321990967; dx=-4.166511462005307E-7 evalInputDelta=0.07219551503658295 Fitness changed from -0.3248409181833267 to -0.4556373059749603 Iteration 9 complete. Error: -0.4556373059749603 Total: 17.2737; Orientation: 0.3662; Line Search: 14.2191 Adding measurement 279068cc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.811e+03, gradient 5.092e-04, dot -0.704; [3479b7d8-5311-4728-8b1f-9d5a6763aa61 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.4556373059749603, 2.1919314712285995, 4.386841714382172, 11.261274203658104 LBFGS Accumulation History: 3 points Removed measurement 279068cc to history. Total: 3 th(0)=-0.4556373059749603;dx=-2.5836425040770735E-7 New Minimum: -0.4556373059749603 > -0.5089153945446014 END: th(226215.64245334783)=-0.5089153945446014; dx=-1.7486380333731305E-7 evalInputDelta=0.05327808856964111 Fitness changed from -0.4556373059749603 to -0.5089153945446014 Iteration 10 complete. Error: -0.5089153945446014 Total: 10.1138; Orientation: 0.2319; Line Search: 6.5055 Iteration 10 ![Iteration 10](etc/3844d7fb-7692-4f49-ba35-f36a69bef125.jpg) Final threshold in iteration 11: -0.5089153945446014 (> -Infinity) after 148.323s (< 3600.000s)