Reset training subject: 609141520246900 Reset training subject: 609152445873200 Adding measurement 18542438 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=9.373434767127037;dx=-1.143875320577291E-6 New Minimum: 9.373434767127037 > 9.373430952429771 WOLFE (weak): th(2.154434690031884)=9.373430952429771; dx=-1.142246502225933E-6 evalInputDelta=3.814697265625E-6 New Minimum: 9.373430952429771 > 9.373427629470825 WOLFE (weak): th(4.308869380063768)=9.373427629470825; dx=-1.1423344732181665E-6 evalInputDelta=7.137656211853027E-6 New Minimum: 9.373427629470825 > 9.373413041234016 WOLFE (weak): th(12.926608140191302)=9.373413041234016; dx=-1.142351095846459E-6 evalInputDelta=2.1725893020629883E-5 New Minimum: 9.373413041234016 > 9.373348653316498 WOLFE (weak): th(51.70643256076521)=9.373348653316498; dx=-1.1423731365778101E-6 evalInputDelta=8.61138105392456E-5 New Minimum: 9.373348653316498 > 9.37300580739975 WOLFE (weak): th(258.53216280382605)=9.37300580739975; dx=-1.1421453003650145E-6 evalInputDelta=4.289597272872925E-4 New Minimum: 9.37300580739975 > 9.370864197611809 WOLFE (weak): th(1551.1929768229563)=9.370864197611809; dx=-1.1419658808955448E-6 evalInputDelta=0.0025705695152282715 New Minimum: 9.370864197611809 > 9.355461731553078 WOLFE (weak): th(10858.350837760694)=9.355461731553078; dx=-1.1396903270890052E-6 evalInputDelta=0.01797303557395935 New Minimum: 9.355461731553078 > 9.230639547109604 WOLFE (weak): th(86866.80670208555)=9.230639547109604; dx=-1.1224224770590544E-6 evalInputDelta=0.14279522001743317 New Minimum: 9.230639547109604 > 8.23781767487526 END: th(781801.26031877)=8.23781767487526; dx=-8.229816976722729E-7 evalInputDelta=1.1356170922517776 Fitness changed from 9.373434767127037 to 8.23781767487526 Iteration 1 complete. Error: 8.23781767487526 Total: 143.6854; Orientation: 0.0287; Line Search: 110.3849 Iteration 1 ![Iteration 1](etc/633ae134-cfc3-4600-8a0c-d7f4a6a9c667.jpg) Adding measurement 5be55861 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=8.23781767487526;dx=-8.24818597045006E-7 New Minimum: 8.23781767487526 > 6.836750775575638 END: th(1684339.7559414052)=6.836750775575638; dx=-4.1125200623981245E-7 evalInputDelta=1.4010668992996216 Fitness changed from 8.23781767487526 to 6.836750775575638 Iteration 2 complete. Error: 6.836750775575638 Total: 34.4558; Orientation: 0.0272; Line Search: 21.7795 Iteration 2 ![Iteration 2](etc/c7bc070c-d4b3-4009-9e45-0e14164b2454.jpg) Adding measurement 1efada41 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.836750775575638;dx=-5.699458250446833E-7 New Minimum: 6.836750775575638 > 5.187424123287201 END: th(3628800.0)=5.187424123287201; dx=-2.028861971828894E-7 evalInputDelta=1.649326652288437 Fitness changed from 6.836750775575638 to 5.187424123287201 Iteration 3 complete. Error: 5.187424123287201 Total: 34.1498; Orientation: 0.0268; Line Search: 21.7786 Iteration 3 ![Iteration 3](etc/df1a35f0-d4ee-4203-96b2-871ffc6cae8c.jpg) Adding measurement 4e461075 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.820e+03, gradient 6.375e-04, dot -0.644; [ae17e3d2-8ca8-4bde-b353-c3167b84db9f = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.187424123287201, 6.836750775575638, 8.23781767487526, 9.373434767127037 LBFGS Accumulation History: 3 points Removed measurement 4e461075 to history. Total: 3 th(0)=5.187424123287201;dx=-4.0611385873086216E-7 New Minimum: 5.187424123287201 > 3.3012363016605377 END: th(7818012.6031877)=3.3012363016605377; dx=-6.014667789645075E-8 evalInputDelta=1.8861878216266632 Fitness changed from 5.187424123287201 to 3.3012363016605377 Iteration 4 complete. Error: 3.3012363016605377 Total: 34.9380; Orientation: 0.3873; Line Search: 22.1467 Iteration 4 ![Iteration 4](etc/6ca1e9cd-9344-4b45-ad9c-8afd5fd6d8cf.jpg) Adding measurement 13f96860 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.023e+03, gradient 5.532e-04, dot -0.446; [ae17e3d2-8ca8-4bde-b353-c3167b84db9f = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.3012363016605377, 6.836750775575638, 8.23781767487526, 9.373434767127037 LBFGS Accumulation History: 3 points Removed measurement 13f96860 to history. Total: 3 th(0)=3.3012363016605377;dx=-3.0581793637168065E-7 New Minimum: 3.3012363016605377 > 2.15538626909256 WOLF (strong): th(1.684339755941405E7)=2.15538626909256; dx=2.7820628848453847E-8 evalInputDelta=1.145850032567978 New Minimum: 2.15538626909256 > 1.9100239425897598 END: th(8421698.779707026)=1.9100239425897598; dx=-1.2931974880820335E-8 evalInputDelta=1.391212359070778 Fitness changed from 3.3012363016605377 to 1.9100239425897598 Iteration 5 complete. Error: 1.9100239425897598 Total: 47.2814; Orientation: 0.3863; Line Search: 33.2318 Iteration 5 ![Iteration 5](etc/3ed86d73-7b97-4dbd-b84b-564822412f11.jpg) Adding measurement 75a6ddea to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.364e+03, gradient 3.996e-04, dot -0.391; [ae17e3d2-8ca8-4bde-b353-c3167b84db9f = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.9100239425897598, 6.836750775575638, 8.23781767487526, 9.373434767127037 LBFGS Accumulation History: 3 points Removed measurement 75a6ddea to history. Total: 3 th(0)=1.9100239425897598;dx=-1.5958620665416033E-7 New Minimum: 1.9100239425897598 > 1.192091464996338 WOLF (strong): th(1.8144E7)=1.192091464996338; dx=2.5763503239032098E-8 evalInputDelta=0.7179324775934219 New Minimum: 1.192091464996338 > 0.9789793193340302 END: th(9072000.0)=0.9789793193340302; dx=-5.660413823982969E-9 evalInputDelta=0.9310446232557297 Fitness changed from 1.9100239425897598 to 0.9789793193340302 Iteration 6 complete. Error: 0.9789793193340302 Total: 45.4631; Orientation: 0.3840; Line Search: 33.4518 Adding measurement 29c640e5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.503e+03, gradient 3.403e-04, dot -0.342; [ae17e3d2-8ca8-4bde-b353-c3167b84db9f = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9789793193340302, 6.836750775575638, 8.23781767487526, 9.373434767127037 LBFGS Accumulation History: 3 points Removed measurement 29c640e5 to history. Total: 3 th(0)=0.9789793193340302;dx=-1.1571495523891932E-7 New Minimum: 0.9789793193340302 > 0.9633870273828506 WOLF (strong): th(1.954503150796925E7)=0.9633870273828506; dx=4.427622498755003E-8 evalInputDelta=0.015592291951179504 New Minimum: 0.9633870273828506 > 0.41360560059547424 WOLF (strong): th(9772515.753984625)=0.41360560059547424; dx=1.4221221903379936E-8 evalInputDelta=0.5653737187385559 END: th(3257505.251328208)=0.5793917179107666; dx=-6.137720248721935E-8 evalInputDelta=0.39958760142326355 Fitness changed from 0.9789793193340302 to 0.41360560059547424 Iteration 7 complete. Error: 0.41360560059547424 Total: 55.5478; Orientation: 0.3844; Line Search: 44.5269 Adding measurement 33fa9964 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.280e+03, gradient 3.185e-04, dot -0.351; [ae17e3d2-8ca8-4bde-b353-c3167b84db9f = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.41360560059547424, 6.836750775575638, 8.23781767487526, 9.373434767127037 LBFGS Accumulation History: 3 points Removed measurement 33fa9964 to history. Total: 3 th(0)=0.41360560059547424;dx=-1.0141166747577534E-7 New Minimum: 0.41360560059547424 > -0.010116517543792725 WOLF (strong): th(7018082.316422522)=-0.010116517543792725; dx=1.0987058208074968E-9 evalInputDelta=0.42372211813926697 END: th(3509041.158211261)=0.0705513209104538; dx=-3.978650593995455E-8 evalInputDelta=0.34305427968502045 Fitness changed from 0.41360560059547424 to -0.010116517543792725 Iteration 8 complete. Error: -0.010116517543792725 Total: 45.4113; Orientation: 0.3861; Line Search: 33.4544 Adding measurement 1c06e7b7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.543e+03, gradient 2.293e-04, dot -0.368; [ae17e3d2-8ca8-4bde-b353-c3167b84db9f = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.010116517543792725, 6.836750775575638, 8.23781767487526, 9.373434767127037 LBFGS Accumulation History: 3 points Removed measurement 1c06e7b7 to history. Total: 3 th(0)=-0.010116517543792725;dx=-5.255148693118352E-8 New Minimum: -0.010116517543792725 > -0.2999553978443146 END: th(7560000.000000001)=-0.2999553978443146; dx=-6.4427993936911645E-9 evalInputDelta=0.28983888030052185 Fitness changed from -0.010116517543792725 to -0.2999553978443146 Iteration 9 complete. Error: -0.2999553978443146 Total: 33.5702; Orientation: 0.6524; Line Search: 22.0035 Adding measurement 4c487ef8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.285e+03, gradient 2.038e-04, dot -0.430; [ae17e3d2-8ca8-4bde-b353-c3167b84db9f = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.2999553978443146, 6.836750775575638, 8.23781767487526, 9.373434767127037 LBFGS Accumulation History: 3 points Removed measurement 4c487ef8 to history. Total: 3 th(0)=-0.2999553978443146;dx=-4.148864151987935E-8 New Minimum: -0.2999553978443146 > -0.3527531176805496 WOLF (strong): th(1.6287526256641043E7)=-0.3527531176805496; dx=1.3663410560183919E-8 evalInputDelta=0.052797719836235046 New Minimum: -0.3527531176805496 > -0.4849175661802292 WOLF (strong): th(8143763.128320522)=-0.4849175661802292; dx=6.83112172369873E-10 evalInputDelta=0.1849621683359146 END: th(2714587.709440174)=-0.4218137562274933; dx=-2.438171881270582E-8 evalInputDelta=0.12185835838317871 Fitness changed from -0.2999553978443146 to -0.4849175661802292 Iteration 10 complete. Error: -0.4849175661802292 Total: 56.1020; Orientation: 0.3790; Line Search: 44.2545 Iteration 10 ![Iteration 10](etc/d6405277-98aa-412c-8c07-e8367c986d29.jpg) Final threshold in iteration 11: -0.4849175661802292 (> -Infinity) after 531.423s (< 3600.000s)