Reset training subject: 1543517537434 Reset training subject: 1546115298422 Adding measurement 2e325cbb to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=13.895426277071238;dx=-4.211356895341711E-6 New Minimum: 13.895426277071238 > 13.895413231104612 WOLFE (weak): th(2.154434690031884)=13.895413231104612; dx=-4.215005672010887E-6 evalInputDelta=1.3045966625213623E-5 New Minimum: 13.895413231104612 > 13.89540009200573 WOLFE (weak): th(4.308869380063768)=13.89540009200573; dx=-4.215701315256048E-6 evalInputDelta=2.6185065507888794E-5 New Minimum: 13.89540009200573 > 13.895346995443106 WOLFE (weak): th(12.926608140191302)=13.895346995443106; dx=-4.214066463124969E-6 evalInputDelta=7.928162813186646E-5 New Minimum: 13.895346995443106 > 13.895108550786972 WOLFE (weak): th(51.70643256076521)=13.895108550786972; dx=-4.212780893761425E-6 evalInputDelta=3.177262842655182E-4 New Minimum: 13.895108550786972 > 13.893836051225662 WOLFE (weak): th(258.53216280382605)=13.893836051225662; dx=-4.212574142719182E-6 evalInputDelta=0.0015902258455753326 New Minimum: 13.893836051225662 > 13.88587049022317 WOLFE (weak): th(1551.1929768229563)=13.88587049022317; dx=-4.230106384991602E-6 evalInputDelta=0.009555786848068237 New Minimum: 13.88587049022317 > 13.827822133898735 WOLFE (weak): th(10858.350837760694)=13.827822133898735; dx=-4.310911019749825E-6 evalInputDelta=0.06760414317250252 New Minimum: 13.827822133898735 > 13.33402869477868 WOLFE (weak): th(86866.80670208555)=13.33402869477868; dx=-4.404850722351173E-6 evalInputDelta=0.5613975822925568 New Minimum: 13.33402869477868 > 9.82982537150383 END: th(781801.26031877)=9.82982537150383; dx=-2.6935869039284014E-6 evalInputDelta=4.065600905567408 Fitness changed from 13.895426277071238 to 9.82982537150383 Iteration 1 complete. Error: 9.82982537150383 Total: 35.9363; Orientation: 0.0183; Line Search: 28.0357 Iteration 1 ![Iteration 1](etc/ec617ef4-5456-446c-bfc9-bd8a40479634.jpg) Adding measurement 692bc5a2 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.82982537150383;dx=-3.5138548860340537E-6 New Minimum: 9.82982537150383 > 4.786367177963257 END: th(1684339.7559414052)=4.786367177963257; dx=-8.743446562478746E-7 evalInputDelta=5.043458193540573 Fitness changed from 9.82982537150383 to 4.786367177963257 Iteration 2 complete. Error: 4.786367177963257 Total: 8.3406; Orientation: 0.0179; Line Search: 5.5975 Iteration 2 ![Iteration 2](etc/fe041bbd-afae-4de4-aff9-1623a277c20e.jpg) Adding measurement 42557ec2 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.786367177963257;dx=-1.0303455408135164E-6 New Minimum: 4.786367177963257 > 2.8530472218990326 WOLF (strong): th(3628800.0)=2.8530472218990326; dx=8.241194425628855E-8 evalInputDelta=1.9333199560642242 END: th(1814400.0)=3.1288298666477203; dx=-2.726822575121756E-7 evalInputDelta=1.6575373113155365 Fitness changed from 4.786367177963257 to 2.8530472218990326 Iteration 3 complete. Error: 2.8530472218990326 Total: 12.6789; Orientation: 0.0178; Line Search: 9.9698 Iteration 3 ![Iteration 3](etc/a72578d0-cbdf-4967-9e90-3be14245a49e.jpg) Adding measurement 6e514dfc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.620e+03, gradient 8.254e-04, dot -0.473; [50a2e651-f595-413f-9c68-bd2b4adbfd72 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.8530472218990326, 4.786367177963257, 9.82982537150383, 13.895426277071238 LBFGS Accumulation History: 3 points Removed measurement 6e514dfc to history. Total: 3 th(0)=2.8530472218990326;dx=-6.796340684750222E-7 New Minimum: 2.8530472218990326 > 2.4156343042850494 WOLF (strong): th(3909006.30159385)=2.4156343042850494; dx=1.8598893918064786E-7 evalInputDelta=0.43741291761398315 New Minimum: 2.4156343042850494 > 2.0571826100349426 WOLF (strong): th(1954503.150796925)=2.0571826100349426; dx=8.7941738710278E-9 evalInputDelta=0.79586461186409 END: th(651501.0502656417)=2.376368820667267; dx=-4.17625494731015E-7 evalInputDelta=0.47667840123176575 Fitness changed from 2.8530472218990326 to 2.0571826100349426 Iteration 4 complete. Error: 2.0571826100349426 Total: 14.0996; Orientation: 0.3551; Line Search: 10.9899 Iteration 4 ![Iteration 4](etc/d8124f6b-1ff8-4a4a-ac7a-4fe2cf39ff37.jpg) Adding measurement 3e617df2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.934e+03, gradient 5.588e-04, dot -0.479; [50a2e651-f595-413f-9c68-bd2b4adbfd72 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.0571826100349426, 4.786367177963257, 9.82982537150383, 13.895426277071238 LBFGS Accumulation History: 3 points Removed measurement 3e617df2 to history. Total: 3 th(0)=2.0571826100349426;dx=-3.108836769557489E-7 New Minimum: 2.0571826100349426 > 1.7217993885278702 END: th(1403616.4632845044)=1.7217993885278702; dx=-6.42388918757733E-8 evalInputDelta=0.33538322150707245 Fitness changed from 2.0571826100349426 to 1.7217993885278702 Iteration 5 complete. Error: 1.7217993885278702 Total: 8.3837; Orientation: 0.2151; Line Search: 5.4409 Iteration 5 ![Iteration 5](etc/a0551049-5d0d-4baf-91f8-ec802a5a41b3.jpg) Adding measurement 3d94717e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.176e+03, gradient 3.750e-04, dot -0.569; [50a2e651-f595-413f-9c68-bd2b4adbfd72 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.7217993885278702, 4.786367177963257, 9.82982537150383, 13.895426277071238 LBFGS Accumulation History: 3 points Removed measurement 3d94717e to history. Total: 3 th(0)=1.7217993885278702;dx=-1.3934006912546396E-7 New Minimum: 1.7217993885278702 > 1.4417099505662918 END: th(3024000.0)=1.4417099505662918; dx=-2.526218398410868E-8 evalInputDelta=0.28008943796157837 Fitness changed from 1.7217993885278702 to 1.4417099505662918 Iteration 6 complete. Error: 1.4417099505662918 Total: 8.3703; Orientation: 0.3003; Line Search: 5.5211 Adding measurement 5f975f68 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.231e+03, gradient 4.663e-04, dot -0.492; [50a2e651-f595-413f-9c68-bd2b4adbfd72 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4417099505662918, 4.786367177963257, 9.82982537150383, 13.895426277071238 LBFGS Accumulation History: 3 points Removed measurement 5f975f68 to history. Total: 3 th(0)=1.4417099505662918;dx=-2.162498106903372E-7 Armijo: th(6515010.502656417)=2.998465284705162; dx=4.791859626832723E-7 evalInputDelta=-1.5567553341388702 Armijo: th(3257505.2513282085)=1.504957526922226; dx=1.648248729755888E-7 evalInputDelta=-0.06324757635593414 New Minimum: 1.4417099505662918 > 1.2681336104869843 END: th(1085835.0837760696)=1.2681336104869843; dx=-4.9934511695349414E-8 evalInputDelta=0.17357634007930756 Fitness changed from 1.4417099505662918 to 1.2681336104869843 Iteration 7 complete. Error: 1.2681336104869843 Total: 14.7944; Orientation: 0.2129; Line Search: 11.7596 Adding measurement 44fce853 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.292e+03, gradient 2.866e-04, dot -0.600; [50a2e651-f595-413f-9c68-bd2b4adbfd72 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2681336104869843, 4.786367177963257, 9.82982537150383, 13.895426277071238 LBFGS Accumulation History: 3 points Removed measurement 44fce853 to history. Total: 3 th(0)=1.2681336104869843;dx=-8.152013946984696E-8 New Minimum: 1.2681336104869843 > 1.0985672622919083 END: th(2339360.772140841)=1.0985672622919083; dx=-5.2233399652894915E-8 evalInputDelta=0.169566348195076 Fitness changed from 1.2681336104869843 to 1.0985672622919083 Iteration 8 complete. Error: 1.0985672622919083 Total: 8.3738; Orientation: 0.2142; Line Search: 5.4664 Adding measurement 22d9fe83 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.283e+03, gradient 2.853e-04, dot -0.600; [50a2e651-f595-413f-9c68-bd2b4adbfd72 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0985672622919083, 4.786367177963257, 9.82982537150383, 13.895426277071238 LBFGS Accumulation History: 3 points Removed measurement 22d9fe83 to history. Total: 3 th(0)=1.0985672622919083;dx=-8.062147218868075E-8 New Minimum: 1.0985672622919083 > 0.9822681248188019 WOLF (strong): th(5040000.000000001)=0.9822681248188019; dx=8.553565513566117E-9 evalInputDelta=0.11629913747310638 New Minimum: 0.9822681248188019 > 0.9655932933092117 END: th(2520000.0000000005)=0.9655932933092117; dx=-2.6734802677147742E-8 evalInputDelta=0.13297396898269653 Fitness changed from 1.0985672622919083 to 0.9655932933092117 Iteration 9 complete. Error: 0.9655932933092117 Total: 13.5679; Orientation: 0.2668; Line Search: 10.6392 Adding measurement 534e0907 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.384e+03, gradient 3.252e-04, dot -0.475; [50a2e651-f595-413f-9c68-bd2b4adbfd72 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9655932933092117, 4.786367177963257, 9.82982537150383, 13.895426277071238 LBFGS Accumulation History: 3 points Removed measurement 534e0907 to history. Total: 3 th(0)=0.9655932933092117;dx=-1.0507532009332914E-7 Armijo: th(5429175.418880348)=1.2929269075393677; dx=1.490037695571598E-7 evalInputDelta=-0.32733361423015594 New Minimum: 0.9655932933092117 > 0.894334465265274 WOLF (strong): th(2714587.709440174)=0.894334465265274; dx=3.766704229095652E-8 evalInputDelta=0.07125882804393768 New Minimum: 0.894334465265274 > 0.8826761245727539 END: th(904862.5698133913)=0.8826761245727539; dx=-5.6307854394527E-8 evalInputDelta=0.08291716873645782 Fitness changed from 0.9655932933092117 to 0.8826761245727539 Iteration 10 complete. Error: 0.8826761245727539 Total: 14.2391; Orientation: 0.2312; Line Search: 10.8740 Iteration 10 ![Iteration 10](etc/f830b3fc-f77e-4ce6-9b2a-aa882e1a384c.jpg) Final threshold in iteration 11: 0.8826761245727539 (> -Infinity) after 138.828s (< 3600.000s)