Reset training subject: 14544561609941 Reset training subject: 14561317170221 Adding measurement 782a4fb9 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.1580933406949043;dx=-5.248732247869983E-8 New Minimum: 1.1580933406949043 > 1.1580931767821312 WOLFE (weak): th(2.154434690031884)=1.1580931767821312; dx=-5.248723694893465E-8 evalInputDelta=1.6391277313232422E-7 New Minimum: 1.1580931767821312 > 1.158093087375164 WOLFE (weak): th(4.308869380063768)=1.158093087375164; dx=-5.248720741186225E-8 evalInputDelta=2.5331974029541016E-7 New Minimum: 1.158093087375164 > 1.1580926701426506 WOLFE (weak): th(12.926608140191302)=1.1580926701426506; dx=-5.2487220415576575E-8 evalInputDelta=6.705522537231445E-7 New Minimum: 1.1580926701426506 > 1.1580903828144073 WOLFE (weak): th(51.70643256076521)=1.1580903828144073; dx=-5.248706797740811E-8 evalInputDelta=2.9578804969787598E-6 New Minimum: 1.1580903828144073 > 1.1580781191587448 WOLFE (weak): th(258.53216280382605)=1.1580781191587448; dx=-5.248671162571148E-8 evalInputDelta=1.5221536159515381E-5 New Minimum: 1.1580781191587448 > 1.1580024361610413 WOLFE (weak): th(1551.1929768229563)=1.1580024361610413; dx=-5.248208593610478E-8 evalInputDelta=9.090453386306763E-5 New Minimum: 1.1580024361610413 > 1.157456986606121 WOLFE (weak): th(10858.350837760694)=1.157456986606121; dx=-5.2441001585063315E-8 evalInputDelta=6.363540887832642E-4 New Minimum: 1.157456986606121 > 1.1530180722475052 WOLFE (weak): th(86866.80670208555)=1.1530180722475052; dx=-5.214968839710373E-8 evalInputDelta=0.005075268447399139 New Minimum: 1.1530180722475052 > 1.1136450916528702 WOLFE (weak): th(781801.26031877)=1.1136450916528702; dx=-4.9543614799317907E-8 evalInputDelta=0.04444824904203415 New Minimum: 1.1136450916528702 > 0.8345713838934898 END: th(7818012.6031877)=0.8345713838934898; dx=-2.6040887297648796E-8 evalInputDelta=0.3235219568014145 Fitness changed from 1.1580933406949043 to 0.8345713838934898 Iteration 1 complete. Error: 0.8345713838934898 Total: 203.3237; Orientation: 0.0712; Line Search: 157.9225 Iteration 1 ![Iteration 1](etc/a96ef590-36f0-41e0-8d56-e540dea49f0f.jpg) Adding measurement 6777e16d to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=0.8345713838934898;dx=-3.168569160504137E-8 New Minimum: 0.8345713838934898 > 0.533400759100914 END: th(1.684339755941405E7)=0.533400759100914; dx=-1.3194111363306031E-8 evalInputDelta=0.30117062479257584 Fitness changed from 0.8345713838934898 to 0.533400759100914 Iteration 2 complete. Error: 0.533400759100914 Total: 45.4147; Orientation: 0.0710; Line Search: 29.7944 Iteration 2 ![Iteration 2](etc/a81dd0b4-e4aa-4a63-995b-c2708b3576c3.jpg) Adding measurement 6ef7f837 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.533400759100914;dx=-3.365601288833708E-8 Armijo: th(3.6288E7)=1.0059156268835068; dx=2.5895278747165318E-8 evalInputDelta=-0.4725148677825928 New Minimum: 0.533400759100914 > 0.4593440964818001 WOLF (strong): th(1.8144E7)=0.4593440964818001; dx=1.3687603974396548E-8 evalInputDelta=0.07405666261911392 New Minimum: 0.4593440964818001 > 0.378670297563076 END: th(6048000.0)=0.378670297563076; dx=-1.3112004088418365E-8 evalInputDelta=0.15473046153783798 Fitness changed from 0.533400759100914 to 0.378670297563076 Iteration 3 complete. Error: 0.378670297563076 Total: 75.8741; Orientation: 0.0701; Line Search: 60.7779 Iteration 3 ![Iteration 3](etc/0c27a025-b279-4a51-841b-6ecd617e2a08.jpg) Adding measurement 6cc95140 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.831e+03, gradient 1.312e-04, dot -0.809; [4374cd13-ef9c-4bcc-86a9-812898edc6cf = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.378670297563076, 0.533400759100914, 0.8345713838934898, 1.1580933406949043 LBFGS Accumulation History: 3 points Removed measurement 6cc95140 to history. Total: 3 th(0)=0.378670297563076;dx=-1.7202676355585557E-8 New Minimum: 0.378670297563076 > 0.2181745320558548 END: th(1.3030021005312834E7)=0.2181745320558548; dx=-1.1155004353368227E-8 evalInputDelta=0.16049576550722122 Fitness changed from 0.378670297563076 to 0.2181745320558548 Iteration 4 complete. Error: 0.2181745320558548 Total: 45.4704; Orientation: 1.7564; Line Search: 29.4056 Iteration 4 ![Iteration 4](etc/642223a3-d730-4be0-a164-fd2b52e87c0b.jpg) Adding measurement 3b86269d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.459e+04, gradient 1.253e-04, dot -0.825; [4374cd13-ef9c-4bcc-86a9-812898edc6cf = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2181745320558548, 0.533400759100914, 0.8345713838934898, 1.1580933406949043 LBFGS Accumulation History: 3 points Removed measurement 3b86269d to history. Total: 3 th(0)=0.2181745320558548;dx=-1.5710632423769352E-8 New Minimum: 0.2181745320558548 > 0.08967355638742447 WOLF (strong): th(2.8072329265690092E7)=0.08967355638742447; dx=9.192532147980394E-10 evalInputDelta=0.12850097566843033 New Minimum: 0.08967355638742447 > 0.08419588953256607 END: th(1.4036164632845046E7)=0.08419588953256607; dx=-5.716188537703692E-9 evalInputDelta=0.13397864252328873 Fitness changed from 0.2181745320558548 to 0.08419588953256607 Iteration 5 complete. Error: 0.08419588953256607 Total: 59.8318; Orientation: 1.6378; Line Search: 43.4463 Iteration 5 ![Iteration 5](etc/dc70ddb8-c4af-44d3-9da7-c7eafbf4baf3.jpg) Adding measurement 5319d5b2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.149e+04, gradient 1.372e-04, dot -0.640; [4374cd13-ef9c-4bcc-86a9-812898edc6cf = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.08419588953256607, 0.533400759100914, 0.8345713838934898, 1.1580933406949043 LBFGS Accumulation History: 3 points Removed measurement 5319d5b2 to history. Total: 3 th(0)=0.08419588953256607;dx=-1.883088683290888E-8 New Minimum: 0.08419588953256607 > -0.002435043454170227 END: th(3.0240000000000007E7)=-0.002435043454170227; dx=-3.4964424445312206E-9 evalInputDelta=0.0866309329867363 Fitness changed from 0.08419588953256607 to -0.002435043454170227 Iteration 6 complete. Error: -0.002435043454170227 Total: 44.7833; Orientation: 1.6202; Line Search: 27.5407 Adding measurement 63ae79e7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.778e+04, gradient 1.988e-04, dot -0.427; [4374cd13-ef9c-4bcc-86a9-812898edc6cf = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.002435043454170227, 0.533400759100914, 0.8345713838934898, 1.1580933406949043 LBFGS Accumulation History: 3 points Removed measurement 63ae79e7 to history. Total: 3 th(0)=-0.002435043454170227;dx=-3.950586817469331E-8 Armijo: th(6.515010502656418E7)=2.6495598554611206; dx=4.328273697305659E-8 evalInputDelta=-2.651994898915291 Armijo: th(3.257505251328209E7)=0.816738098859787; dx=4.2665221475603606E-8 evalInputDelta=-0.8191731423139572 New Minimum: -0.002435043454170227 > -0.13635122776031494 WOLF (strong): th(1.0858350837760696E7)=-0.13635122776031494; dx=1.3823992918177236E-8 evalInputDelta=0.13391618430614471 END: th(2714587.709440174)=-0.10972531139850616; dx=-2.463130878756609E-8 evalInputDelta=0.10729026794433594 Fitness changed from -0.002435043454170227 to -0.13635122776031494 Iteration 7 complete. Error: -0.13635122776031494 Total: 89.9477; Orientation: 1.6167; Line Search: 72.9767 Adding measurement 6829118 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.254e+03, gradient 1.913e-04, dot -0.375; [4374cd13-ef9c-4bcc-86a9-812898edc6cf = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.13635122776031494, 0.533400759100914, 0.8345713838934898, 1.1580933406949043 LBFGS Accumulation History: 3 points Removed measurement 6829118 to history. Total: 3 th(0)=-0.13635122776031494;dx=-3.659722512535962E-8 New Minimum: -0.13635122776031494 > -0.2518036961555481 END: th(5848401.930352103)=-0.2518036961555481; dx=-5.7560448475283246E-9 evalInputDelta=0.11545246839523315 Fitness changed from -0.13635122776031494 to -0.2518036961555481 Iteration 8 complete. Error: -0.2518036961555481 Total: 46.2841; Orientation: 1.6121; Line Search: 28.2493 Adding measurement 62f6f9c4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.523e+04, gradient 9.356e-05, dot -0.704; [4374cd13-ef9c-4bcc-86a9-812898edc6cf = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.2518036961555481, 0.533400759100914, 0.8345713838934898, 1.1580933406949043 LBFGS Accumulation History: 3 points Removed measurement 62f6f9c4 to history. Total: 3 th(0)=-0.2518036961555481;dx=-8.754078993893988E-9 New Minimum: -0.2518036961555481 > -0.3337986469268799 END: th(1.2600000000000004E7)=-0.3337986469268799; dx=-6.077427025225796E-9 evalInputDelta=0.08199495077133179 Fitness changed from -0.2518036961555481 to -0.3337986469268799 Iteration 9 complete. Error: -0.3337986469268799 Total: 45.0432; Orientation: 1.6166; Line Search: 29.4828 Adding measurement 67c08c10 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.324e+04, gradient 8.541e-05, dot -0.696; [4374cd13-ef9c-4bcc-86a9-812898edc6cf = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.3337986469268799, 0.533400759100914, 0.8345713838934898, 1.1580933406949043 LBFGS Accumulation History: 3 points Removed measurement 67c08c10 to history. Total: 3 th(0)=-0.3337986469268799;dx=-7.295425654611409E-9 New Minimum: -0.3337986469268799 > -0.43813616037368774 END: th(2.7145877094401743E7)=-0.43813616037368774; dx=-3.6989227714438855E-9 evalInputDelta=0.10433751344680786 Fitness changed from -0.3337986469268799 to -0.43813616037368774 Iteration 10 complete. Error: -0.43813616037368774 Total: 47.1222; Orientation: 1.6270; Line Search: 30.2755 Iteration 10 ![Iteration 10](etc/6e4d87b1-d794-4f31-b52b-453cb561798c.jpg) Final threshold in iteration 11: -0.43813616037368774 (> -Infinity) after 703.430s (< 3600.000s)