Reset training subject: 1094435056088 Reset training subject: 1098501434184 Adding measurement 48322434 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=11.914519742131233;dx=-2.9964703618914855E-7 New Minimum: 11.914519742131233 > 11.914517655968666 WOLFE (weak): th(2.154434690031884)=11.914517655968666; dx=-2.98772527727436E-7 evalInputDelta=2.086162567138672E-6 New Minimum: 11.914517655968666 > 11.914516299962997 WOLFE (weak): th(4.308869380063768)=11.914516299962997; dx=-2.9853387673763826E-7 evalInputDelta=3.4421682357788086E-6 New Minimum: 11.914516299962997 > 11.91451109945774 WOLFE (weak): th(12.926608140191302)=11.91451109945774; dx=-2.9880266307895213E-7 evalInputDelta=8.64267349243164E-6 New Minimum: 11.91451109945774 > 11.91448512673378 WOLFE (weak): th(51.70643256076521)=11.91448512673378; dx=-2.9862519131212105E-7 evalInputDelta=3.4615397453308105E-5 New Minimum: 11.91448512673378 > 11.914349913597107 WOLFE (weak): th(258.53216280382605)=11.914349913597107; dx=-2.987938945113953E-7 evalInputDelta=1.6982853412628174E-4 New Minimum: 11.914349913597107 > 11.913502141833305 WOLFE (weak): th(1551.1929768229563)=11.913502141833305; dx=-2.9863127319289733E-7 evalInputDelta=0.0010176002979278564 New Minimum: 11.913502141833305 > 11.9074005484581 WOLFE (weak): th(10858.350837760694)=11.9074005484581; dx=-2.987465842920465E-7 evalInputDelta=0.00711919367313385 New Minimum: 11.9074005484581 > 11.857645317912102 WOLFE (weak): th(86866.80670208555)=11.857645317912102; dx=-2.9773128719475814E-7 evalInputDelta=0.05687442421913147 New Minimum: 11.857645317912102 > 11.414442002773285 WOLFE (weak): th(781801.26031877)=11.414442002773285; dx=-2.791185492331173E-7 evalInputDelta=0.5000777393579483 New Minimum: 11.414442002773285 > 9.045816868543625 END: th(7818012.6031877)=9.045816868543625; dx=-7.65837719429425E-8 evalInputDelta=2.8687028735876083 Fitness changed from 11.914519742131233 to 9.045816868543625 Iteration 1 complete. Error: 9.045816868543625 Total: 53.3342; Orientation: 0.0132; Line Search: 41.5479 Iteration 1 ![Iteration 1](etc/1db68a71-1b1c-4f19-ba12-d050ff21249b.jpg) Adding measurement 138fe8eb to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.045816868543625;dx=-2.0012566058119188E-7 New Minimum: 9.045816868543625 > 7.036794900894165 END: th(1.684339755941405E7)=7.036794900894165; dx=-1.3323655017810433E-8 evalInputDelta=2.00902196764946 Fitness changed from 9.045816868543625 to 7.036794900894165 Iteration 2 complete. Error: 7.036794900894165 Total: 11.7307; Orientation: 0.0138; Line Search: 7.9141 Iteration 2 ![Iteration 2](etc/37bef866-2d09-4188-a6d1-f3ce36a65cd2.jpg) Adding measurement 6d81b210 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.036794900894165;dx=-1.8765973445389212E-7 New Minimum: 7.036794900894165 > 6.250826179981232 WOLF (strong): th(3.6288E7)=6.250826179981232; dx=2.4494424247545217E-8 evalInputDelta=0.7859687209129333 New Minimum: 6.250826179981232 > 5.169261619448662 WOLF (strong): th(1.8144E7)=5.169261619448662; dx=8.769788287132589E-9 evalInputDelta=1.8675332814455032 END: th(6048000.0)=5.547230064868927; dx=-7.343653164998672E-8 evalInputDelta=1.489564836025238 Fitness changed from 7.036794900894165 to 5.169261619448662 Iteration 3 complete. Error: 5.169261619448662 Total: 19.3424; Orientation: 0.0132; Line Search: 15.1078 Iteration 3 ![Iteration 3](etc/2efce641-d1ec-4f99-9bfc-ee09a3caae0b.jpg) Adding measurement 3580c9a3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.321e+03, gradient 3.354e-04, dot -0.473; [d3544386-4e20-4926-a54e-ba9d87a2a736 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.169261619448662, 7.036794900894165, 9.045816868543625, 11.914519742131233 LBFGS Accumulation History: 3 points Removed measurement 3580c9a3 to history. Total: 3 th(0)=5.169261619448662;dx=-1.1227614089846365E-7 New Minimum: 5.169261619448662 > 3.651409611105919 END: th(1.3030021005312834E7)=3.651409611105919; dx=-2.4348861366007E-8 evalInputDelta=1.517852008342743 Fitness changed from 5.169261619448662 to 3.651409611105919 Iteration 4 complete. Error: 3.651409611105919 Total: 11.6876; Orientation: 0.3262; Line Search: 7.4843 Iteration 4 ![Iteration 4](etc/4b1bc617-d56a-4bc8-b1c2-856491230d0b.jpg) Adding measurement 71f9ba2c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.082e+03, gradient 2.269e-04, dot -0.531; [d3544386-4e20-4926-a54e-ba9d87a2a736 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.651409611105919, 7.036794900894165, 9.045816868543625, 11.914519742131233 LBFGS Accumulation History: 3 points Removed measurement 71f9ba2c to history. Total: 3 th(0)=3.651409611105919;dx=-5.139531656012816E-8 New Minimum: 3.651409611105919 > 2.7730973660945892 WOLF (strong): th(2.8072329265690092E7)=2.7730973660945892; dx=3.5154408641830016E-9 evalInputDelta=0.8783122450113297 END: th(1.4036164632845046E7)=2.8234857320785522; dx=-1.7206558273288134E-8 evalInputDelta=0.8279238790273666 Fitness changed from 3.651409611105919 to 2.7730973660945892 Iteration 5 complete. Error: 2.7730973660945892 Total: 16.3081; Orientation: 0.3240; Line Search: 11.4498 Iteration 5 ![Iteration 5](etc/3fba8d00-bd0e-400b-8272-0423515069ec.jpg) Adding measurement 5b701c4f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.885e+03, gradient 2.738e-04, dot -0.407; [d3544386-4e20-4926-a54e-ba9d87a2a736 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.7730973660945892, 7.036794900894165, 9.045816868543625, 11.914519742131233 LBFGS Accumulation History: 3 points Removed measurement 5b701c4f to history. Total: 3 th(0)=2.7730973660945892;dx=-7.483216130091806E-8 New Minimum: 2.7730973660945892 > 2.602111056447029 WOLF (strong): th(3.0240000000000007E7)=2.602111056447029; dx=2.107277656382312E-8 evalInputDelta=0.17098630964756012 New Minimum: 2.602111056447029 > 2.0573674738407135 WOLF (strong): th(1.5120000000000004E7)=2.0573674738407135; dx=1.7973973667732363E-9 evalInputDelta=0.7157298922538757 END: th(5040000.000000001)=2.2939781099557877; dx=-4.219789178708916E-8 evalInputDelta=0.4791192561388016 Fitness changed from 2.7730973660945892 to 2.0573674738407135 Iteration 6 complete. Error: 2.0573674738407135 Total: 19.4041; Orientation: 0.3216; Line Search: 14.9650 Adding measurement 7a46bc73 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.843e+03, gradient 1.860e-04, dot -0.476; [d3544386-4e20-4926-a54e-ba9d87a2a736 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.0573674738407135, 7.036794900894165, 9.045816868543625, 11.914519742131233 LBFGS Accumulation History: 3 points Removed measurement 7a46bc73 to history. Total: 3 th(0)=2.0573674738407135;dx=-3.453993930688173E-8 New Minimum: 2.0573674738407135 > 1.6303762793540955 END: th(1.0858350837760696E7)=1.6303762793540955; dx=-1.2937671755654112E-8 evalInputDelta=0.42699119448661804 Fitness changed from 2.0573674738407135 to 1.6303762793540955 Iteration 7 complete. Error: 1.6303762793540955 Total: 12.1432; Orientation: 0.3251; Line Search: 7.6430 Adding measurement 7a55bf50 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.144e+03, gradient 1.465e-04, dot -0.549; [d3544386-4e20-4926-a54e-ba9d87a2a736 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6303762793540955, 7.036794900894165, 9.045816868543625, 11.914519742131233 LBFGS Accumulation History: 3 points Removed measurement 7a55bf50 to history. Total: 3 th(0)=1.6303762793540955;dx=-2.1402883604931868E-8 New Minimum: 1.6303762793540955 > 1.3178596645593643 END: th(2.339360772140841E7)=1.3178596645593643; dx=-3.4489507365976545E-9 evalInputDelta=0.31251661479473114 Fitness changed from 1.6303762793540955 to 1.3178596645593643 Iteration 8 complete. Error: 1.3178596645593643 Total: 11.5609; Orientation: 0.3210; Line Search: 7.4920 Adding measurement 3b23ac59 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.394e+03, gradient 1.642e-04, dot -0.467; [d3544386-4e20-4926-a54e-ba9d87a2a736 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3178596645593643, 7.036794900894165, 9.045816868543625, 11.914519742131233 LBFGS Accumulation History: 3 points Removed measurement 3b23ac59 to history. Total: 3 th(0)=1.3178596645593643;dx=-2.689466077449005E-8 Armijo: th(5.0400000000000015E7)=1.7385974675416946; dx=9.424295482883609E-9 evalInputDelta=-0.4207378029823303 New Minimum: 1.3178596645593643 > 1.1330154240131378 WOLF (strong): th(2.5200000000000007E7)=1.1330154240131378; dx=6.177461629823869E-9 evalInputDelta=0.1848442405462265 New Minimum: 1.1330154240131378 > 1.0628144592046738 END: th(8400000.000000002)=1.0628144592046738; dx=-1.1971769957034256E-8 evalInputDelta=0.25504520535469055 Fitness changed from 1.3178596645593643 to 1.0628144592046738 Iteration 9 complete. Error: 1.0628144592046738 Total: 19.3324; Orientation: 0.3816; Line Search: 15.1105 Adding measurement eb5b7e2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.340e+03, gradient 1.234e-04, dot -0.562; [d3544386-4e20-4926-a54e-ba9d87a2a736 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0628144592046738, 7.036794900894165, 9.045816868543625, 11.914519742131233 LBFGS Accumulation History: 3 points Removed measurement eb5b7e2 to history. Total: 3 th(0)=1.0628144592046738;dx=-1.5173998636081354E-8 New Minimum: 1.0628144592046738 > 0.8491173535585403 END: th(1.8097251396267828E7)=0.8491173535585403; dx=-3.740637137158158E-9 evalInputDelta=0.21369710564613342 Fitness changed from 1.0628144592046738 to 0.8491173535585403 Iteration 10 complete. Error: 0.8491173535585403 Total: 11.4550; Orientation: 0.3195; Line Search: 7.3062 Iteration 10 ![Iteration 10](etc/3d7376e9-f35d-4a0e-af2a-7d58b21391f7.jpg) Final threshold in iteration 11: 0.8491173535585403 (> -Infinity) after 186.442s (< 3600.000s)