Reset training subject: 607406544030200 Reset training subject: 607411896007900 Adding measurement 4456892e to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=25.549412068910897;dx=-1.19336064333095E-5 New Minimum: 25.549412068910897 > 25.54937168210745 WOLFE (weak): th(2.154434690031884)=25.54937168210745; dx=-1.1910239295585916E-5 evalInputDelta=4.0386803448200226E-5 New Minimum: 25.54937168210745 > 25.549331535585225 WOLFE (weak): th(4.308869380063768)=25.549331535585225; dx=-1.1929583360151906E-5 evalInputDelta=8.053332567214966E-5 New Minimum: 25.549331535585225 > 25.549170210957527 WOLFE (weak): th(12.926608140191302)=25.549170210957527; dx=-1.1928662469329205E-5 evalInputDelta=2.4185795336961746E-4 New Minimum: 25.549170210957527 > 25.54844489507377 WOLFE (weak): th(51.70643256076521)=25.54844489507377; dx=-1.1937843372503988E-5 evalInputDelta=9.671738371253014E-4 New Minimum: 25.54844489507377 > 25.54457171726972 WOLFE (weak): th(258.53216280382605)=25.54457171726972; dx=-1.1959621304573468E-5 evalInputDelta=0.004840351641178131 New Minimum: 25.54457171726972 > 25.5200686249882 WOLFE (weak): th(1551.1929768229563)=25.5200686249882; dx=-1.2167819809483154E-5 evalInputDelta=0.029343443922698498 New Minimum: 25.5200686249882 > 25.333165537565947 WOLFE (weak): th(10858.350837760694)=25.333165537565947; dx=-1.3236243587194208E-5 evalInputDelta=0.2162465313449502 New Minimum: 25.333165537565947 > 23.811342660337687 WOLFE (weak): th(86866.80670208555)=23.811342660337687; dx=-1.0910225116386567E-5 evalInputDelta=1.7380694085732102 New Minimum: 23.811342660337687 > 17.375894606113434 END: th(781801.26031877)=17.375894606113434; dx=-4.461737561646099E-6 evalInputDelta=8.173517462797463 Fitness changed from 25.549412068910897 to 17.375894606113434 Iteration 1 complete. Error: 17.375894606113434 Total: 72.6154; Orientation: 0.0149; Line Search: 56.5720 Iteration 1 ![Iteration 1](etc/abb30fd2-0b1d-4b24-9732-a7e587c0a797.jpg) Adding measurement 46249faf to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=17.375894606113434;dx=-8.976267219141563E-6 New Minimum: 17.375894606113434 > 10.328728914260864 END: th(1684339.7559414052)=10.328728914260864; dx=-9.171296930982375E-7 evalInputDelta=7.04716569185257 Fitness changed from 17.375894606113434 to 10.328728914260864 Iteration 2 complete. Error: 10.328728914260864 Total: 16.2514; Orientation: 0.0140; Line Search: 10.7208 Iteration 2 ![Iteration 2](etc/ae833d47-0b08-4313-84e6-20ff5e007171.jpg) Adding measurement 4e6aeb1f to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=10.328728914260864;dx=-2.696933406808175E-6 New Minimum: 10.328728914260864 > 7.065545633435249 WOLF (strong): th(3628800.0)=7.065545633435249; dx=9.130776141302909E-8 evalInputDelta=3.263183280825615 New Minimum: 7.065545633435249 > 7.01605162024498 END: th(1814400.0)=7.01605162024498; dx=-2.8026885550600137E-7 evalInputDelta=3.3126772940158844 Fitness changed from 10.328728914260864 to 7.01605162024498 Iteration 3 complete. Error: 7.01605162024498 Total: 22.8919; Orientation: 0.0138; Line Search: 17.3214 Iteration 3 ![Iteration 3](etc/08537777-7cdd-4b9a-af69-2b299fed4108.jpg) Adding measurement 68363554 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.237e+03, gradient 9.719e-04, dot -0.524; [9274035a-5e08-4ab2-8aa0-b1d4633e2371 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.01605162024498, 10.328728914260864, 17.375894606113434, 25.549412068910897 LBFGS Accumulation History: 3 points Removed measurement 68363554 to history. Total: 3 th(0)=7.01605162024498;dx=-9.421387301554142E-7 New Minimum: 7.01605162024498 > 5.92522856593132 WOLF (strong): th(3909006.30159385)=5.92522856593132; dx=1.0677193576966485E-7 evalInputDelta=1.0908230543136597 New Minimum: 5.92522856593132 > 5.670053705573082 END: th(1954503.150796925)=5.670053705573082; dx=-1.0308154646757899E-7 evalInputDelta=1.3459979146718979 Fitness changed from 7.01605162024498 to 5.670053705573082 Iteration 4 complete. Error: 5.670053705573082 Total: 21.8883; Orientation: 0.1581; Line Search: 16.2325 Iteration 4 ![Iteration 4](etc/d6c28662-000d-4e1a-9acd-67534caff568.jpg) Adding measurement 6d1ba112 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.550e+03, gradient 9.302e-04, dot -0.554; [9274035a-5e08-4ab2-8aa0-b1d4633e2371 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.670053705573082, 10.328728914260864, 17.375894606113434, 25.549412068910897 LBFGS Accumulation History: 3 points Removed measurement 6d1ba112 to history. Total: 3 th(0)=5.670053705573082;dx=-8.620516442390677E-7 New Minimum: 5.670053705573082 > 5.657437190413475 WOLF (strong): th(4210849.389853513)=5.657437190413475; dx=1.8143247800137242E-7 evalInputDelta=0.012616515159606934 New Minimum: 5.657437190413475 > 5.053927332162857 WOLF (strong): th(2105424.6949267564)=5.053927332162857; dx=8.848701210738054E-8 evalInputDelta=0.6161263734102249 END: th(701808.2316422522)=5.108669146895409; dx=-3.941497909093619E-7 evalInputDelta=0.5613845586776733 Fitness changed from 5.670053705573082 to 5.053927332162857 Iteration 5 complete. Error: 5.053927332162857 Total: 28.7340; Orientation: 0.1578; Line Search: 21.7897 Iteration 5 ![Iteration 5](etc/140816f0-6526-49a1-9268-e81b47608af4.jpg) Adding measurement 38b14ac2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.329e+03, gradient 8.934e-04, dot -0.486; [9274035a-5e08-4ab2-8aa0-b1d4633e2371 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.053927332162857, 10.328728914260864, 17.375894606113434, 25.549412068910897 LBFGS Accumulation History: 3 points Removed measurement 38b14ac2 to history. Total: 3 th(0)=5.053927332162857;dx=-7.968365105980279E-7 New Minimum: 5.053927332162857 > 4.129556909203529 END: th(1512000.0)=4.129556909203529; dx=-8.290955026337922E-9 evalInputDelta=0.9243704229593277 Fitness changed from 5.053927332162857 to 4.129556909203529 Iteration 6 complete. Error: 4.129556909203529 Total: 17.4193; Orientation: 0.1573; Line Search: 11.8243 Adding measurement 5a713940 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.980e+03, gradient 6.330e-04, dot -0.549; [9274035a-5e08-4ab2-8aa0-b1d4633e2371 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.129556909203529, 10.328728914260864, 17.375894606113434, 25.549412068910897 LBFGS Accumulation History: 3 points Removed measurement 5a713940 to history. Total: 3 th(0)=4.129556909203529;dx=-3.9922089483126364E-7 New Minimum: 4.129556909203529 > 3.680486410856247 WOLF (strong): th(3257505.2513282085)=3.680486410856247; dx=3.507346664797662E-8 evalInputDelta=0.4490704983472824 New Minimum: 3.680486410856247 > 3.6493721306324005 END: th(1628752.6256641042)=3.6493721306324005; dx=-1.0795112711293874E-7 evalInputDelta=0.48018477857112885 Fitness changed from 4.129556909203529 to 3.6493721306324005 Iteration 7 complete. Error: 3.6493721306324005 Total: 22.1889; Orientation: 0.1561; Line Search: 16.6157 Adding measurement 1faa9581 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.638e+03, gradient 5.421e-04, dot -0.609; [9274035a-5e08-4ab2-8aa0-b1d4633e2371 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.6493721306324005, 10.328728914260864, 17.375894606113434, 25.549412068910897 LBFGS Accumulation History: 3 points Removed measurement 1faa9581 to history. Total: 3 th(0)=3.6493721306324005;dx=-2.92179028463399E-7 New Minimum: 3.6493721306324005 > 3.278079628944397 END: th(3509041.1582112615)=3.278079628944397; dx=-6.0251392485993515E-9 evalInputDelta=0.37129250168800354 Fitness changed from 3.6493721306324005 to 3.278079628944397 Iteration 8 complete. Error: 3.278079628944397 Total: 17.4927; Orientation: 0.1580; Line Search: 10.7703 Adding measurement 1e8e4a8e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.908e+03, gradient 7.474e-04, dot -0.433; [9274035a-5e08-4ab2-8aa0-b1d4633e2371 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.278079628944397, 10.328728914260864, 17.375894606113434, 25.549412068910897 LBFGS Accumulation History: 3 points Removed measurement 1e8e4a8e to history. Total: 3 th(0)=3.278079628944397;dx=-5.561126839265124E-7 Armijo: th(7560000.000000002)=5.243655182421207; dx=2.614100423590643E-7 evalInputDelta=-1.9655755534768105 Armijo: th(3780000.000000001)=3.5160472691059113; dx=2.417281090844323E-7 evalInputDelta=-0.23796764016151428 New Minimum: 3.278079628944397 > 2.8470976650714874 END: th(1260000.0000000002)=2.8470976650714874; dx=-5.799538015421382E-8 evalInputDelta=0.43098196387290955 Fitness changed from 3.278079628944397 to 2.8470976650714874 Iteration 9 complete. Error: 2.8470976650714874 Total: 28.4718; Orientation: 0.1575; Line Search: 22.8984 Adding measurement 2244584 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.625e+03, gradient 4.833e-04, dot -0.541; [9274035a-5e08-4ab2-8aa0-b1d4633e2371 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.8470976650714874, 10.328728914260864, 17.375894606113434, 25.549412068910897 LBFGS Accumulation History: 3 points Removed measurement 2244584 to history. Total: 3 th(0)=2.8470976650714874;dx=-2.3295253800994033E-7 New Minimum: 2.8470976650714874 > 2.561213403940201 END: th(2714587.709440174)=2.561213403940201; dx=-1.4894560795502522E-9 evalInputDelta=0.2858842611312866 Fitness changed from 2.8470976650714874 to 2.561213403940201 Iteration 10 complete. Error: 2.561213403940201 Total: 16.1313; Orientation: 0.1591; Line Search: 10.6593 Iteration 10 ![Iteration 10](etc/3ef98974-e2a3-4c9f-bdf7-b2924c1cad0e.jpg) Final threshold in iteration 11: 2.561213403940201 (> -Infinity) after 264.223s (< 3600.000s)