Reset training subject: 904897709717 Reset training subject: 920155255286 Adding measurement 5eee3726 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=15.035571552813053;dx=-7.215459363801566E-7 New Minimum: 15.035571552813053 > 15.035568743944168 WOLFE (weak): th(2.154434690031884)=15.035568743944168; dx=-7.213132204604035E-7 evalInputDelta=2.808868885040283E-6 New Minimum: 15.035568743944168 > 15.035565298050642 WOLFE (weak): th(4.308869380063768)=15.035565298050642; dx=-7.218488179004813E-7 evalInputDelta=6.254762411117554E-6 New Minimum: 15.035565298050642 > 15.035552501678467 WOLFE (weak): th(12.926608140191302)=15.035552501678467; dx=-7.218245971669639E-7 evalInputDelta=1.905113458633423E-5 New Minimum: 15.035552501678467 > 15.03549537062645 WOLFE (weak): th(51.70643256076521)=15.03549537062645; dx=-7.211521059855747E-7 evalInputDelta=7.618218660354614E-5 New Minimum: 15.03549537062645 > 15.035190269351006 WOLFE (weak): th(258.53216280382605)=15.035190269351006; dx=-7.212017609492899E-7 evalInputDelta=3.812834620475769E-4 New Minimum: 15.035190269351006 > 15.033283151686192 WOLFE (weak): th(1551.1929768229563)=15.033283151686192; dx=-7.225260838672369E-7 evalInputDelta=0.0022884011268615723 New Minimum: 15.033283151686192 > 15.019620276987553 WOLFE (weak): th(10858.350837760694)=15.019620276987553; dx=-7.184379250071453E-7 evalInputDelta=0.01595127582550049 New Minimum: 15.019620276987553 > 14.910915814340115 WOLFE (weak): th(86866.80670208555)=14.910915814340115; dx=-6.88017879746394E-7 evalInputDelta=0.12465573847293854 New Minimum: 14.910915814340115 > 14.20119646191597 END: th(781801.26031877)=14.20119646191597; dx=-3.2016454987673047E-7 evalInputDelta=0.8343750908970833 Fitness changed from 15.035571552813053 to 14.20119646191597 Iteration 1 complete. Error: 14.20119646191597 Total: 206.5968; Orientation: 0.0429; Line Search: 159.0998 Iteration 1 ![Iteration 1](etc/7a6f3d50-91d8-4f6a-bf56-2070c33a995e.jpg) Adding measurement 621e3f2 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=14.20119646191597;dx=-5.093833766045959E-7 New Minimum: 14.20119646191597 > 13.20020542293787 END: th(1684339.7559414052)=13.20020542293787; dx=-1.7848979209358276E-7 evalInputDelta=1.0009910389780998 Fitness changed from 14.20119646191597 to 13.20020542293787 Iteration 2 complete. Error: 13.20020542293787 Total: 49.3857; Orientation: 0.0433; Line Search: 32.1060 Iteration 2 ![Iteration 2](etc/f7ab30e4-cbaf-431c-9a05-c0de5d6d9dbb.jpg) Adding measurement 60b06647 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=13.20020542293787;dx=-2.2736494470422996E-6 New Minimum: 13.20020542293787 > 12.618720561265945 WOLF (strong): th(3628800.0)=12.618720561265945; dx=9.408426593455047E-8 evalInputDelta=0.5814848616719246 New Minimum: 12.618720561265945 > 12.495954796671867 END: th(1814400.0)=12.495954796671867; dx=-2.703612645525104E-9 evalInputDelta=0.7042506262660027 Fitness changed from 13.20020542293787 to 12.495954796671867 Iteration 3 complete. Error: 12.495954796671867 Total: 58.9257; Orientation: 0.0416; Line Search: 43.5516 Iteration 3 ![Iteration 3](etc/e77b2492-9875-46bb-a9c0-c7c5299ee246.jpg) Adding measurement 24bf561b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.404e+04, gradient 1.490e-03, dot -0.225; [39133170-ee49-44de-b6c3-c77206754336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 12.495954796671867, 13.20020542293787, 14.20119646191597, 15.035571552813053 LBFGS Accumulation History: 3 points Removed measurement 24bf561b to history. Total: 3 th(0)=12.495954796671867;dx=-2.2196064353933295E-6 New Minimum: 12.495954796671867 > 11.556325428187847 WOLF (strong): th(3909006.30159385)=11.556325428187847; dx=9.917571343911907E-9 evalInputDelta=0.9396293684840202 END: th(1954503.150796925)=11.586962521076202; dx=-5.328097295436203E-8 evalInputDelta=0.908992275595665 Fitness changed from 12.495954796671867 to 11.556325428187847 Iteration 4 complete. Error: 11.556325428187847 Total: 60.9000; Orientation: 1.0060; Line Search: 43.8216 Iteration 4 ![Iteration 4](etc/32ef7aab-16e9-468c-bc44-899b9fa6e978.jpg) Adding measurement 7f2f5e98 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.184e+03, gradient 1.041e-03, dot -0.202; [39133170-ee49-44de-b6c3-c77206754336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.556325428187847, 13.20020542293787, 14.20119646191597, 15.035571552813053 LBFGS Accumulation History: 3 points Removed measurement 7f2f5e98 to history. Total: 3 th(0)=11.556325428187847;dx=-1.0825178831265524E-6 New Minimum: 11.556325428187847 > 10.96569973230362 WOLF (strong): th(4210849.389853513)=10.96569973230362; dx=6.527578880926675E-9 evalInputDelta=0.5906256958842278 New Minimum: 10.96569973230362 > 10.71627525985241 WOLF (strong): th(2105424.6949267564)=10.71627525985241; dx=5.524845829433614E-8 evalInputDelta=0.8400501683354378 New Minimum: 10.71627525985241 > 10.659951448440552 END: th(701808.2316422522)=10.659951448440552; dx=-2.74341885603868E-7 evalInputDelta=0.8963739797472954 Fitness changed from 11.556325428187847 to 10.659951448440552 Iteration 5 complete. Error: 10.659951448440552 Total: 81.3436; Orientation: 0.9950; Line Search: 64.3948 Iteration 5 ![Iteration 5](etc/3b19f861-d9b8-41f6-9eed-4ff5231a301f.jpg) Adding measurement 1eed06d5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.131e+04, gradient 5.686e-04, dot -0.353; [39133170-ee49-44de-b6c3-c77206754336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.659951448440552, 13.20020542293787, 14.20119646191597, 15.035571552813053 LBFGS Accumulation History: 3 points Removed measurement 1eed06d5 to history. Total: 3 th(0)=10.659951448440552;dx=-3.227975255818095E-7 New Minimum: 10.659951448440552 > 10.027462139725685 END: th(1512000.0)=10.027462139725685; dx=-1.3366885036967177E-7 evalInputDelta=0.6324893087148666 Fitness changed from 10.659951448440552 to 10.027462139725685 Iteration 6 complete. Error: 10.027462139725685 Total: 47.6237; Orientation: 1.0002; Line Search: 31.0897 Adding measurement 48f8ba8c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.089e+04, gradient 5.072e-04, dot -0.362; [39133170-ee49-44de-b6c3-c77206754336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.027462139725685, 13.20020542293787, 14.20119646191597, 15.035571552813053 LBFGS Accumulation History: 3 points Removed measurement 48f8ba8c to history. Total: 3 th(0)=10.027462139725685;dx=-2.567863799662906E-7 New Minimum: 10.027462139725685 > 9.656607776880264 WOLF (strong): th(3257505.2513282085)=9.656607776880264; dx=1.733103192984321E-9 evalInputDelta=0.37085436284542084 New Minimum: 9.656607776880264 > 9.573739662766457 END: th(1628752.6256641042)=9.573739662766457; dx=-6.203562548321543E-8 evalInputDelta=0.4537224769592285 Fitness changed from 10.027462139725685 to 9.573739662766457 Iteration 7 complete. Error: 9.573739662766457 Total: 64.2482; Orientation: 1.0177; Line Search: 49.3636 Adding measurement 1db1e30c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.289e+04, gradient 6.033e-04, dot -0.341; [39133170-ee49-44de-b6c3-c77206754336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.573739662766457, 13.20020542293787, 14.20119646191597, 15.035571552813053 LBFGS Accumulation History: 3 points Removed measurement 1db1e30c to history. Total: 3 th(0)=9.573739662766457;dx=-3.632750015261278E-7 Armijo: th(3509041.1582112615)=10.154815882444382; dx=2.2580621308914046E-7 evalInputDelta=-0.5810762196779251 New Minimum: 9.573739662766457 > 9.376258879899979 WOLF (strong): th(1754520.5791056307)=9.376258879899979; dx=9.01625505437076E-8 evalInputDelta=0.19748078286647797 New Minimum: 9.376258879899979 > 9.304625779390335 END: th(584840.1930352102)=9.304625779390335; dx=-1.2300705045026634E-7 evalInputDelta=0.2691138833761215 Fitness changed from 9.573739662766457 to 9.304625779390335 Iteration 8 complete. Error: 9.304625779390335 Total: 80.0161; Orientation: 0.9989; Line Search: 63.3157 Adding measurement 370476b0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.207e+04, gradient 4.060e-04, dot -0.454; [39133170-ee49-44de-b6c3-c77206754336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.304625779390335, 13.20020542293787, 14.20119646191597, 15.035571552813053 LBFGS Accumulation History: 3 points Removed measurement 370476b0 to history. Total: 3 th(0)=9.304625779390335;dx=-1.6445857156537478E-7 New Minimum: 9.304625779390335 > 8.977372989058495 END: th(1260000.0000000002)=8.977372989058495; dx=-1.1065073950412697E-7 evalInputDelta=0.3272527903318405 Fitness changed from 9.304625779390335 to 8.977372989058495 Iteration 9 complete. Error: 8.977372989058495 Total: 50.0558; Orientation: 1.0245; Line Search: 34.6462 Adding measurement 6cacc19f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.233e+04, gradient 4.186e-04, dot -0.441; [39133170-ee49-44de-b6c3-c77206754336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.977372989058495, 13.20020542293787, 14.20119646191597, 15.035571552813053 LBFGS Accumulation History: 3 points Removed measurement 6cacc19f to history. Total: 3 th(0)=8.977372989058495;dx=-1.7486082967037608E-7 New Minimum: 8.977372989058495 > 8.523012518882751 END: th(2714587.709440174)=8.523012518882751; dx=-7.299038691008512E-8 evalInputDelta=0.4543604701757431 Fitness changed from 8.977372989058495 to 8.523012518882751 Iteration 10 complete. Error: 8.523012518882751 Total: 49.7015; Orientation: 0.9976; Line Search: 32.5679 Iteration 10 ![Iteration 10](etc/f9f85490-dba8-400b-a72a-1d3587ce227c.jpg) Final threshold in iteration 11: 8.523012518882751 (> -Infinity) after 749.281s (< 1800.000s)