Reset training subject: 696351421133200 Reset training subject: 696466333262200 Adding measurement 3c33ea0 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-2.861031660810113;dx=-4.939188768564559E-7 New Minimum: -2.861031660810113 > -2.8610317651182413 WOLFE (weak): th(2.154434690031884)=-2.8610317651182413; dx=-4.523982398325485E-7 evalInputDelta=1.043081283569336E-7 New Minimum: -2.8610317651182413 > -2.861031910404563 WOLFE (weak): th(4.308869380063768)=-2.861031910404563; dx=-4.5237107824746143E-7 evalInputDelta=2.4959444999694824E-7 New Minimum: -2.861031910404563 > -2.8610330875962973 WOLFE (weak): th(12.926608140191302)=-2.8610330875962973; dx=-4.523676974789879E-7 evalInputDelta=1.426786184310913E-6 New Minimum: -2.8610330875962973 > -2.861038012430072 WOLFE (weak): th(51.70643256076521)=-2.861038012430072; dx=-4.523798823659781E-7 evalInputDelta=6.3516199588775635E-6 New Minimum: -2.861038012430072 > -2.8610636964440346 WOLFE (weak): th(258.53216280382605)=-2.8610636964440346; dx=-4.523679015393298E-7 evalInputDelta=3.203563392162323E-5 New Minimum: -2.8610636964440346 > -2.8612239211797714 WOLFE (weak): th(1551.1929768229563)=-2.8612239211797714; dx=-4.5231754998669954E-7 evalInputDelta=1.9226036965847015E-4 New Minimum: -2.8612239211797714 > -2.862376518547535 WOLFE (weak): th(10858.350837760694)=-2.862376518547535; dx=-4.519360463967918E-7 evalInputDelta=0.0013448577374219894 New Minimum: -2.862376518547535 > -2.871685702353716 WOLFE (weak): th(86866.80670208555)=-2.871685702353716; dx=-4.487381136023594E-7 evalInputDelta=0.010654041543602943 New Minimum: -2.871685702353716 > -2.948732379823923 END: th(781801.26031877)=-2.948732379823923; dx=-4.0902038313911087E-7 evalInputDelta=0.08770071901381016 Fitness changed from -2.861031660810113 to -2.948732379823923 Iteration 1 complete. Error: -2.948732379823923 Total: 1441.0180; Orientation: 0.1968; Line Search: 1106.9639 Iteration 1 ![Iteration 1](etc/3e1e9d10-e44b-43ed-8928-61ce13c7fae3.jpg) Adding measurement 57271ea4 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-2.948732379823923;dx=-4.4838169432268424E-7 New Minimum: -2.948732379823923 > -3.102274002507329 END: th(1684339.7559414052)=-3.102274002507329; dx=-3.329109471553071E-7 evalInputDelta=0.15354162268340588 Fitness changed from -2.948732379823923 to -3.102274002507329 Iteration 2 complete. Error: -3.102274002507329 Total: 320.4922; Orientation: 0.1958; Line Search: 209.9192 Iteration 2 ![Iteration 2](etc/25625650-bbd0-4292-ae7c-fa9371fd1c64.jpg) Adding measurement 2cfafe5e to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-3.102274002507329;dx=-3.838983598974794E-7 New Minimum: -3.102274002507329 > -3.3308596834540367 END: th(3628800.0)=-3.3308596834540367; dx=-2.351726090249716E-7 evalInputDelta=0.22858568094670773 Fitness changed from -3.102274002507329 to -3.3308596834540367 Iteration 3 complete. Error: -3.3308596834540367 Total: 342.8728; Orientation: 0.2605; Line Search: 222.5178 Iteration 3 ![Iteration 3](etc/6cfb68ef-2d61-4ebd-8980-2090b5a62ead.jpg) Adding measurement 2a06fcc7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.106e+04, gradient 5.478e-04, dot -0.872; [806aa4c2-d210-426a-8103-34abf18e7e21 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.861031660810113, -2.948732379823923, -3.102274002507329, -3.3308596834540367 LBFGS Accumulation History: 3 points Removed measurement 3c33ea0 to history. Total: 4 th(0)=-3.3308596834540367;dx=-3.0004184864953426E-7 New Minimum: -3.3308596834540367 > -3.5754982847720385 END: th(7818012.6031877)=-3.5754982847720385; dx=-1.3686174255537048E-7 evalInputDelta=0.24463860131800175 Fitness changed from -3.3308596834540367 to -3.5754982847720385 Iteration 4 complete. Error: -3.5754982847720385 Total: 327.0506; Orientation: 4.4119; Line Search: 214.1447 Iteration 4 ![Iteration 4](etc/de70bd25-a178-4c22-88fd-4129c5cbeceb.jpg) Adding measurement 1d372ca0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.155e+04, gradient 4.764e-04, dot -0.795; [806aa4c2-d210-426a-8103-34abf18e7e21 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.948732379823923, -3.102274002507329, -3.3308596834540367, -3.5754982847720385 LBFGS Accumulation History: 3 points Removed measurement 57271ea4 to history. Total: 4 th(0)=-3.5754982847720385;dx=-2.2693656665334479E-7 New Minimum: -3.5754982847720385 > -3.6880068499594927 END: th(1.684339755941405E7)=-3.6880068499594927; dx=-6.987037814650343E-8 evalInputDelta=0.11250856518745422 Fitness changed from -3.5754982847720385 to -3.6880068499594927 Iteration 5 complete. Error: -3.6880068499594927 Total: 349.3288; Orientation: 4.4192; Line Search: 226.9370 Iteration 5 ![Iteration 5](etc/31605f57-85bc-4af3-bb45-e34711c4055a.jpg) Adding measurement 527682ec to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.338e+04, gradient 4.525e-04, dot -0.678; [806aa4c2-d210-426a-8103-34abf18e7e21 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.102274002507329, -3.3308596834540367, -3.5754982847720385, -3.6880068499594927 LBFGS Accumulation History: 3 points Removed measurement 2cfafe5e to history. Total: 4 th(0)=-3.6880068499594927;dx=-2.0477216377234853E-7 Armijo: th(3.6288E7)=-3.2938516065478325; dx=-1.7053767414554475E-8 evalInputDelta=-0.3941552434116602 New Minimum: -3.6880068499594927 > -3.7785844691097736 END: th(1.8144E7)=-3.7785844691097736; dx=-5.503112389766164E-8 evalInputDelta=0.09057761915028095 Fitness changed from -3.6880068499594927 to -3.7785844691097736 Iteration 6 complete. Error: -3.7785844691097736 Total: 416.9925; Orientation: 4.4605; Line Search: 312.4989 Adding measurement 56af0282 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.211e+04, gradient 4.311e-04, dot -0.676; [806aa4c2-d210-426a-8103-34abf18e7e21 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.3308596834540367, -3.5754982847720385, -3.6880068499594927, -3.73498946800828 LBFGS Accumulation History: 3 points Removed measurement 2a06fcc7 to history. Total: 4 th(0)=-3.73498946800828;dx=-1.8583022889731483E-7 Armijo: th(3.90900630159385E7)=-3.210302371531725; dx=-9.518506670254937E-9 evalInputDelta=-0.5246870964765549 New Minimum: -3.73498946800828 > -3.771560600027442 END: th(1.954503150796925E7)=-3.771560600027442; dx=-4.3986537331835656E-8 evalInputDelta=0.03657113201916218 Fitness changed from -3.73498946800828 to -3.771560600027442 Iteration 7 complete. Error: -3.771560600027442 Total: 453.1775; Orientation: 4.4509; Line Search: 345.8637 Adding measurement 21ee40b7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.167e+04, gradient 3.969e-04, dot -0.685; [806aa4c2-d210-426a-8103-34abf18e7e21 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.5754982847720385, -3.6880068499594927, -3.73498946800828, -3.771560600027442 LBFGS Accumulation History: 3 points Removed measurement 1d372ca0 to history. Total: 4 th(0)=-3.771560600027442;dx=-1.5750835726054562E-7 Armijo: th(4.210849389853513E7)=-3.2266007140278816; dx=-8.051381267413598E-9 evalInputDelta=-0.5449598859995604 New Minimum: -3.771560600027442 > -3.817552223801613 END: th(2.1054246949267566E7)=-3.817552223801613; dx=-4.025437203498967E-8 evalInputDelta=0.045991623774170876 Fitness changed from -3.771560600027442 to -3.817552223801613 Iteration 8 complete. Error: -3.817552223801613 Total: 423.4683; Orientation: 4.4948; Line Search: 308.3239 Adding measurement 35300d36 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.250e+04, gradient 3.608e-04, dot -0.698; [806aa4c2-d210-426a-8103-34abf18e7e21 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.6880068499594927, -3.73498946800828, -3.771560600027442, -3.817552223801613 LBFGS Accumulation History: 3 points Removed measurement 527682ec to history. Total: 4 th(0)=-3.817552223801613;dx=-1.3014679566553145E-7 Armijo: th(4.536000000000001E7)=-3.297481384128332; dx=-1.4602095370325585E-8 evalInputDelta=-0.5200708396732807 New Minimum: -3.817552223801613 > -3.8427141197025776 END: th(2.2680000000000004E7)=-3.8427141197025776; dx=-4.063944900673202E-8 evalInputDelta=0.025161895900964737 Fitness changed from -3.817552223801613 to -3.8427141197025776 Iteration 9 complete. Error: -3.8427141197025776 Total: 440.3266; Orientation: 4.4861; Line Search: 329.3875 Adding measurement 597b6ff5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.468e+04, gradient 3.320e-04, dot -0.709; [806aa4c2-d210-426a-8103-34abf18e7e21 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.73498946800828, -3.771560600027442, -3.817552223801613, -3.8427141197025776 LBFGS Accumulation History: 3 points Removed measurement 56af0282 to history. Total: 4 th(0)=-3.8427141197025776;dx=-1.1020363597533385E-7 Armijo: th(4.8862578769923136E7)=-3.297467175871134; dx=-1.547599122253753E-8 evalInputDelta=-0.5452469438314438 New Minimum: -3.8427141197025776 > -3.8490302823483944 END: th(2.4431289384961568E7)=-3.8490302823483944; dx=-3.9225721974218455E-8 evalInputDelta=0.006316162645816803 Fitness changed from -3.8427141197025776 to -3.8490302823483944 Iteration 10 complete. Error: -3.8490302823483944 Total: 436.4845; Orientation: 4.4073; Line Search: 332.6899 Iteration 10 ![Iteration 10](etc/32644b35-227b-4573-a04d-35a746541e8c.jpg) Adding measurement bfaa7d3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.672e+04, gradient 3.175e-04, dot -0.707; [806aa4c2-d210-426a-8103-34abf18e7e21 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.771560600027442, -3.817552223801613, -3.8427141197025776, -3.8490302823483944 LBFGS Accumulation History: 3 points Removed measurement 21ee40b7 to history. Total: 4 th(0)=-3.8490302823483944;dx=-1.0081592484348577E-7 Armijo: th(5.263561737316893E7)=-3.2675390280783176; dx=-1.8285378035582302E-8 evalInputDelta=-0.5814912542700768 Armijo: th(2.6317808686584465E7)=-3.8342051915824413; dx=-3.592373566028227E-8 evalInputDelta=-0.014825090765953064 New Minimum: -3.8490302823483944 > -4.040364656597376 END: th(8772602.895528154)=-4.040364656597376; dx=-6.114530096545454E-8 evalInputDelta=0.19133437424898148 Fitness changed from -3.8490302823483944 to -4.040364656597376 Iteration 11 complete. Error: -4.040364656597376 Total: 544.4722; Orientation: 4.4059; Line Search: 432.7921 Final threshold in iteration 11: -4.040364656597376 (> -Infinity) after 5495.685s (< 5400.000s)