Reset training subject: 13608168226370 Reset training subject: 13621927905862 Adding measurement 4eeea5cc to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.29870731383562;dx=-4.039929579824296E-7 New Minimum: 8.29870731383562 > 8.29870718717575 WOLFE (weak): th(2.154434690031884)=8.29870718717575; dx=-4.038198468508567E-7 evalInputDelta=1.2665987014770508E-7 New Minimum: 8.29870718717575 > 8.298706203699112 WOLFE (weak): th(4.308869380063768)=8.298706203699112; dx=-4.038218919837622E-7 evalInputDelta=1.1101365089416504E-6 New Minimum: 8.298706203699112 > 8.298700980842113 WOLFE (weak): th(12.926608140191302)=8.298700980842113; dx=-4.038255790409123E-7 evalInputDelta=6.332993507385254E-6 New Minimum: 8.298700980842113 > 8.29868147522211 WOLFE (weak): th(51.70643256076521)=8.29868147522211; dx=-4.0383059510298356E-7 evalInputDelta=2.5838613510131836E-5 New Minimum: 8.29868147522211 > 8.298579454421997 WOLFE (weak): th(258.53216280382605)=8.298579454421997; dx=-4.038200017908805E-7 evalInputDelta=1.2785941362380981E-4 New Minimum: 8.298579454421997 > 8.297941774129868 WOLFE (weak): th(1551.1929768229563)=8.297941774129868; dx=-4.0375754015095893E-7 evalInputDelta=7.655397057533264E-4 New Minimum: 8.297941774129868 > 8.293352469801903 WOLFE (weak): th(10858.350837760694)=8.293352469801903; dx=-4.0328750715343167E-7 evalInputDelta=0.005354844033718109 New Minimum: 8.293352469801903 > 8.256040126085281 WOLFE (weak): th(86866.80670208555)=8.256040126085281; dx=-3.998424046597879E-7 evalInputDelta=0.04266718775033951 New Minimum: 8.256040126085281 > 7.931370370090008 END: th(781801.26031877)=7.931370370090008; dx=-3.6092510019808925E-7 evalInputDelta=0.3673369437456131 Fitness changed from 8.29870731383562 to 7.931370370090008 Iteration 1 complete. Error: 7.931370370090008 Total: 183.3047; Orientation: 0.0699; Line Search: 142.2845 Iteration 1 ![Iteration 1](etc/b728fa2b-4933-476f-9d31-d4a20bf90758.jpg) Adding measurement 50ea61a7 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.931370370090008;dx=-3.450956902012754E-7 New Minimum: 7.931370370090008 > 7.28813561052084 END: th(1684339.7559414052)=7.28813561052084; dx=-2.7872862688879765E-7 evalInputDelta=0.6432347595691681 Fitness changed from 7.931370370090008 to 7.28813561052084 Iteration 2 complete. Error: 7.28813561052084 Total: 43.6684; Orientation: 0.0712; Line Search: 29.5775 Iteration 2 ![Iteration 2](etc/309224c0-3547-4608-b4a5-fb61794d105f.jpg) Adding measurement 4085ea2b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.28813561052084;dx=-2.7083097603013213E-7 New Minimum: 7.28813561052084 > 6.277059204876423 END: th(3628800.0)=6.277059204876423; dx=-1.9361321466165E-7 evalInputDelta=1.0110764056444168 Fitness changed from 7.28813561052084 to 6.277059204876423 Iteration 3 complete. Error: 6.277059204876423 Total: 43.8393; Orientation: 0.0710; Line Search: 30.3501 Iteration 3 ![Iteration 3](etc/9cc7f19a-9fe2-41a3-b1d0-e5830fc5f772.jpg) Adding measurement 4e856b39 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.221e+04, gradient 4.434e-04, dot -0.859; [97dd708a-7909-4703-817a-db7ef1dea90d = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.277059204876423, 7.28813561052084, 7.931370370090008, 8.29870731383562 LBFGS Accumulation History: 3 points Removed measurement 4e856b39 to history. Total: 3 th(0)=6.277059204876423;dx=-1.965918505238253E-7 New Minimum: 6.277059204876423 > 4.930397547781467 END: th(7818012.6031877)=4.930397547781467; dx=-1.0751100944500355E-7 evalInputDelta=1.3466616570949554 Fitness changed from 6.277059204876423 to 4.930397547781467 Iteration 4 complete. Error: 4.930397547781467 Total: 44.4500; Orientation: 1.6298; Line Search: 28.3744 Iteration 4 ![Iteration 4](etc/b6863bf4-69d4-4347-b123-7d3221bcde0d.jpg) Adding measurement 6965b619 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.032e+04, gradient 3.542e-04, dot -0.712; [97dd708a-7909-4703-817a-db7ef1dea90d = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.930397547781467, 7.28813561052084, 7.931370370090008, 8.29870731383562 LBFGS Accumulation History: 3 points Removed measurement 6965b619 to history. Total: 3 th(0)=4.930397547781467;dx=-1.2544578407044927E-7 New Minimum: 4.930397547781467 > 3.448489025235176 END: th(1.684339755941405E7)=3.448489025235176; dx=-4.6525612495681965E-8 evalInputDelta=1.4819085225462914 Fitness changed from 4.930397547781467 to 3.448489025235176 Iteration 5 complete. Error: 3.448489025235176 Total: 46.3183; Orientation: 1.6195; Line Search: 29.7426 Iteration 5 ![Iteration 5](etc/07d108b4-8874-486c-943b-b28b624e18d1.jpg) Adding measurement 2679f9c9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.750e+03, gradient 2.921e-04, dot -0.517; [97dd708a-7909-4703-817a-db7ef1dea90d = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.448489025235176, 7.28813561052084, 7.931370370090008, 8.29870731383562 LBFGS Accumulation History: 3 points Removed measurement 2679f9c9 to history. Total: 3 th(0)=3.448489025235176;dx=-8.530741061639272E-8 New Minimum: 3.448489025235176 > 2.3101578801870346 WOLF (strong): th(3.6288E7)=2.3101578801870346; dx=5.700497638399373E-10 evalInputDelta=1.1383311450481415 END: th(1.8144E7)=2.455563545227051; dx=-2.6363459130356164E-8 evalInputDelta=0.9929254800081253 Fitness changed from 3.448489025235176 to 2.3101578801870346 Iteration 6 complete. Error: 2.3101578801870346 Total: 60.7467; Orientation: 1.5962; Line Search: 44.9340 Adding measurement 543da2d6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.555e+03, gradient 3.255e-04, dot -0.261; [97dd708a-7909-4703-817a-db7ef1dea90d = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.3101578801870346, 7.28813561052084, 7.931370370090008, 8.29870731383562 LBFGS Accumulation History: 3 points Removed measurement 543da2d6 to history. Total: 3 th(0)=2.3101578801870346;dx=-1.0592441040491511E-7 New Minimum: 2.3101578801870346 > 2.0842122733592987 WOLF (strong): th(3.90900630159385E7)=2.0842122733592987; dx=3.731587960001441E-8 evalInputDelta=0.2259456068277359 New Minimum: 2.0842122733592987 > 1.5472728088498116 END: th(1.954503150796925E7)=1.5472728088498116; dx=-4.195132311661708E-9 evalInputDelta=0.762885071337223 Fitness changed from 2.3101578801870346 to 1.5472728088498116 Iteration 7 complete. Error: 1.5472728088498116 Total: 59.1490; Orientation: 1.7915; Line Search: 41.8956 Adding measurement 300320cb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.658e+03, gradient 2.099e-04, dot -0.325; [97dd708a-7909-4703-817a-db7ef1dea90d = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5472728088498116, 7.28813561052084, 7.931370370090008, 8.29870731383562 LBFGS Accumulation History: 3 points Removed measurement 300320cb to history. Total: 3 th(0)=1.5472728088498116;dx=-4.405175048739015E-8 New Minimum: 1.5472728088498116 > 1.2151862978935242 WOLF (strong): th(4.210849389853513E7)=1.2151862978935242; dx=1.5630167293212358E-8 evalInputDelta=0.3320865109562874 New Minimum: 1.2151862978935242 > 1.0138508826494217 END: th(2.1054246949267566E7)=1.0138508826494217; dx=-8.68503647180646E-9 evalInputDelta=0.5334219262003899 Fitness changed from 1.5472728088498116 to 1.0138508826494217 Iteration 8 complete. Error: 1.0138508826494217 Total: 57.6710; Orientation: 1.5980; Line Search: 41.3454 Adding measurement 79a8c41f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.361e+03, gradient 1.720e-04, dot -0.373; [97dd708a-7909-4703-817a-db7ef1dea90d = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0138508826494217, 7.28813561052084, 7.931370370090008, 8.29870731383562 LBFGS Accumulation History: 3 points Removed measurement 79a8c41f to history. Total: 3 th(0)=1.0138508826494217;dx=-2.9591161195481663E-8 New Minimum: 1.0138508826494217 > 0.7058198750019073 WOLF (strong): th(4.536000000000001E7)=0.7058198750019073; dx=2.6067821147754217E-9 evalInputDelta=0.30803100764751434 New Minimum: 0.7058198750019073 > 0.6875220388174057 END: th(2.2680000000000004E7)=0.6875220388174057; dx=-6.032387479539018E-9 evalInputDelta=0.326328843832016 Fitness changed from 1.0138508826494217 to 0.6875220388174057 Iteration 9 complete. Error: 0.6875220388174057 Total: 60.3655; Orientation: 1.6369; Line Search: 44.2047 Adding measurement 702b6b62 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.062e+03, gradient 1.571e-04, dot -0.365; [97dd708a-7909-4703-817a-db7ef1dea90d = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6875220388174057, 7.28813561052084, 7.931370370090008, 8.29870731383562 LBFGS Accumulation History: 3 points Removed measurement 702b6b62 to history. Total: 3 th(0)=0.6875220388174057;dx=-2.4671678284044678E-8 Armijo: th(4.8862578769923136E7)=0.9318880587816238; dx=1.6963777364010193E-8 evalInputDelta=-0.24436601996421814 New Minimum: 0.6875220388174057 > 0.48643625527620316 WOLF (strong): th(2.4431289384961568E7)=0.48643625527620316; dx=3.6996293602617626E-9 evalInputDelta=0.20108578354120255 END: th(8143763.128320523)=0.5212816298007965; dx=-1.3718878753310834E-8 evalInputDelta=0.1662404090166092 Fitness changed from 0.6875220388174057 to 0.48643625527620316 Iteration 10 complete. Error: 0.48643625527620316 Total: 74.8397; Orientation: 1.5916; Line Search: 59.0720 Iteration 10 ![Iteration 10](etc/47510697-50ed-421f-9477-d7671e8732a3.jpg) Final threshold in iteration 11: 0.48643625527620316 (> -Infinity) after 674.652s (< 3600.000s)