Reset training subject: 1252997995528 Reset training subject: 1257563849399 Adding measurement 3dc52658 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=13.91825594753027;dx=-4.2340648208427755E-6 New Minimum: 13.91825594753027 > 13.918241828680038 WOLFE (weak): th(2.154434690031884)=13.918241828680038; dx=-4.234064144087282E-6 evalInputDelta=1.4118850231170654E-5 New Minimum: 13.918241828680038 > 13.918229000642896 WOLFE (weak): th(4.308869380063768)=13.918229000642896; dx=-4.237372086786345E-6 evalInputDelta=2.6946887373924255E-5 New Minimum: 13.918229000642896 > 13.918174611404538 WOLFE (weak): th(12.926608140191302)=13.918174611404538; dx=-4.219103997559936E-6 evalInputDelta=8.13361257314682E-5 New Minimum: 13.918174611404538 > 13.917931355535984 WOLFE (weak): th(51.70643256076521)=13.917931355535984; dx=-4.229711542390629E-6 evalInputDelta=3.245919942855835E-4 New Minimum: 13.917931355535984 > 13.916632257401943 WOLFE (weak): th(258.53216280382605)=13.916632257401943; dx=-4.230442041801458E-6 evalInputDelta=0.001623690128326416 New Minimum: 13.916632257401943 > 13.908498756587505 WOLFE (weak): th(1551.1929768229563)=13.908498756587505; dx=-4.2469002535134255E-6 evalInputDelta=0.009757190942764282 New Minimum: 13.908498756587505 > 13.849193714559078 WOLFE (weak): th(10858.350837760694)=13.849193714559078; dx=-4.332125991700068E-6 evalInputDelta=0.0690622329711914 New Minimum: 13.849193714559078 > 13.342183984816074 WOLFE (weak): th(86866.80670208555)=13.342183984816074; dx=-4.457894508985457E-6 evalInputDelta=0.5760719627141953 New Minimum: 13.342183984816074 > 9.627220898866653 END: th(781801.26031877)=9.627220898866653; dx=-2.836658418521468E-6 evalInputDelta=4.291035048663616 Fitness changed from 13.91825594753027 to 9.627220898866653 Iteration 1 complete. Error: 9.627220898866653 Total: 40.7214; Orientation: 0.0640; Line Search: 30.6861 Iteration 1 ![Iteration 1](etc/d8ec9c9d-76e5-4ee0-a75d-cee15915ccde.jpg) Adding measurement 46ad8b74 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.627220898866653;dx=-3.5169169192016042E-6 New Minimum: 9.627220898866653 > 4.542985372245312 END: th(1684339.7559414052)=4.542985372245312; dx=-8.636850261339915E-7 evalInputDelta=5.084235526621342 Fitness changed from 9.627220898866653 to 4.542985372245312 Iteration 2 complete. Error: 4.542985372245312 Total: 9.2058; Orientation: 0.0188; Line Search: 5.9799 Iteration 2 ![Iteration 2](etc/947819fc-5543-4c1d-8101-d936f7e9138f.jpg) Adding measurement 3220ce9c to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.542985372245312;dx=-1.073782319107279E-6 New Minimum: 4.542985372245312 > 2.6364668756723404 WOLF (strong): th(3628800.0)=2.6364668756723404; dx=1.258222300080782E-7 evalInputDelta=1.9065184965729713 END: th(1814400.0)=2.837323233485222; dx=-2.6047532390960797E-7 evalInputDelta=1.7056621387600899 Fitness changed from 4.542985372245312 to 2.6364668756723404 Iteration 3 complete. Error: 2.6364668756723404 Total: 14.5511; Orientation: 0.0187; Line Search: 11.7157 Iteration 3 ![Iteration 3](etc/711c27f5-6707-4049-b2f4-c5ff2d651fe6.jpg) Adding measurement 7dee2cae to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.167e+03, gradient 7.801e-04, dot -0.469; [239b9a07-ea2d-4f60-9235-160da7d75086 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.6364668756723404, 4.542985372245312, 9.627220898866653, 13.91825594753027 LBFGS Accumulation History: 3 points Removed measurement 7dee2cae to history. Total: 3 th(0)=2.6364668756723404;dx=-6.070606376961334E-7 New Minimum: 2.6364668756723404 > 2.1398155987262726 WOLF (strong): th(3909006.30159385)=2.1398155987262726; dx=2.78911771656855E-7 evalInputDelta=0.4966512769460678 New Minimum: 2.1398155987262726 > 1.7908149361610413 END: th(1954503.150796925)=1.7908149361610413; dx=-7.560784408833221E-8 evalInputDelta=0.8456519395112991 Fitness changed from 2.6364668756723404 to 1.7908149361610413 Iteration 4 complete. Error: 1.7908149361610413 Total: 11.8855; Orientation: 0.3108; Line Search: 8.7184 Iteration 4 ![Iteration 4](etc/973e88c3-1dda-4bf6-8f10-efebf0d2934d.jpg) Adding measurement ac3446e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.477e+03, gradient 4.754e-04, dot -0.491; [239b9a07-ea2d-4f60-9235-160da7d75086 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.7908149361610413, 4.542985372245312, 9.627220898866653, 13.91825594753027 LBFGS Accumulation History: 3 points Removed measurement ac3446e to history. Total: 3 th(0)=1.7908149361610413;dx=-2.2439284089368415E-7 New Minimum: 1.7908149361610413 > 1.5003520846366882 WOLF (strong): th(4210849.389853513)=1.5003520846366882; dx=8.190189130959538E-8 evalInputDelta=0.290462851524353 New Minimum: 1.5003520846366882 > 1.4319043159484863 END: th(2105424.6949267564)=1.4319043159484863; dx=-5.2666458227427404E-8 evalInputDelta=0.35891062021255493 Fitness changed from 1.7908149361610413 to 1.4319043159484863 Iteration 5 complete. Error: 1.4319043159484863 Total: 11.3525; Orientation: 0.3695; Line Search: 8.3046 Iteration 5 ![Iteration 5](etc/08403744-1ae7-4b78-8fcc-1a0333eaadcf.jpg) Adding measurement a08a5d2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.596e+02, gradient 3.908e-04, dot -0.547; [239b9a07-ea2d-4f60-9235-160da7d75086 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4319043159484863, 4.542985372245312, 9.627220898866653, 13.91825594753027 LBFGS Accumulation History: 3 points Removed measurement a08a5d2 to history. Total: 3 th(0)=1.4319043159484863;dx=-1.519379204227318E-7 New Minimum: 1.4319043159484863 > 1.3177402168512344 WOLF (strong): th(4536000.0)=1.3177402168512344; dx=7.507819549372386E-8 evalInputDelta=0.11416409909725189 New Minimum: 1.3177402168512344 > 1.1942595392465591 END: th(2268000.0)=1.1942595392465591; dx=-3.270871017452885E-8 evalInputDelta=0.23764477670192719 Fitness changed from 1.4319043159484863 to 1.1942595392465591 Iteration 6 complete. Error: 1.1942595392465591 Total: 11.3546; Orientation: 0.2551; Line Search: 8.2802 Adding measurement 16e74209 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.289e+03, gradient 3.738e-04, dot -0.544; [239b9a07-ea2d-4f60-9235-160da7d75086 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.1942595392465591, 4.542985372245312, 9.627220898866653, 13.91825594753027 LBFGS Accumulation History: 3 points Removed measurement 16e74209 to history. Total: 3 th(0)=1.1942595392465591;dx=-1.3875963127544198E-7 Armijo: th(4886257.876992312)=1.314062550663948; dx=1.351545596507965E-7 evalInputDelta=-0.11980301141738892 New Minimum: 1.1942595392465591 > 1.033744901418686 WOLF (strong): th(2443128.938496156)=1.033744901418686; dx=8.732596540219262E-9 evalInputDelta=0.16051463782787323 END: th(814376.312832052)=1.0856955349445343; dx=-8.335783173906803E-8 evalInputDelta=0.10856400430202484 Fitness changed from 1.1942595392465591 to 1.033744901418686 Iteration 7 complete. Error: 1.033744901418686 Total: 15.7605; Orientation: 0.2183; Line Search: 12.9504 Adding measurement 2e391c17 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.077e+03, gradient 4.073e-04, dot -0.451; [239b9a07-ea2d-4f60-9235-160da7d75086 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.033744901418686, 4.542985372245312, 9.627220898866653, 13.91825594753027 LBFGS Accumulation History: 3 points Removed measurement 2e391c17 to history. Total: 3 th(0)=1.033744901418686;dx=-1.646365060740669E-7 New Minimum: 1.033744901418686 > 0.8825782537460327 WOLF (strong): th(1754520.5791056305)=0.8825782537460327; dx=8.896070607342765E-9 evalInputDelta=0.1511666476726532 END: th(877260.2895528153)=0.9068509042263031; dx=-7.863601886663335E-8 evalInputDelta=0.1268939971923828 Fitness changed from 1.033744901418686 to 0.8825782537460327 Iteration 8 complete. Error: 0.8825782537460327 Total: 11.0711; Orientation: 0.3958; Line Search: 7.9285 Adding measurement 1dfcee82 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.310e+03, gradient 3.270e-04, dot -0.560; [239b9a07-ea2d-4f60-9235-160da7d75086 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8825782537460327, 4.542985372245312, 9.627220898866653, 13.91825594753027 LBFGS Accumulation History: 3 points Removed measurement 1dfcee82 to history. Total: 3 th(0)=0.8825782537460327;dx=-1.0625318959103253E-7 New Minimum: 0.8825782537460327 > 0.7760829329490662 END: th(1890000.0000000002)=0.7760829329490662; dx=-1.0017353936957318E-8 evalInputDelta=0.10649532079696655 Fitness changed from 0.8825782537460327 to 0.7760829329490662 Iteration 9 complete. Error: 0.7760829329490662 Total: 8.5264; Orientation: 0.2136; Line Search: 5.7414 Adding measurement 2086cedb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.351e+03, gradient 2.998e-04, dot -0.488; [239b9a07-ea2d-4f60-9235-160da7d75086 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7760829329490662, 4.542985372245312, 9.627220898866653, 13.91825594753027 LBFGS Accumulation History: 3 points Removed measurement 2086cedb to history. Total: 3 th(0)=0.7760829329490662;dx=-8.935813816933536E-8 Armijo: th(4071881.564160261)=0.817450076341629; dx=7.54950373726928E-8 evalInputDelta=-0.041367143392562866 New Minimum: 0.7760829329490662 > 0.6804131418466568 END: th(2035940.7820801304)=0.6804131418466568; dx=-7.014384895822137E-9 evalInputDelta=0.09566979110240936 Fitness changed from 0.7760829329490662 to 0.6804131418466568 Iteration 10 complete. Error: 0.6804131418466568 Total: 11.5153; Orientation: 0.3758; Line Search: 8.4418 Iteration 10 ![Iteration 10](etc/60464217-9294-4019-ac27-bfa0600dd4ed.jpg) Final threshold in iteration 11: 0.6804131418466568 (> -Infinity) after 145.990s (< 3600.000s)