Reset training subject: 2804985474864 Reset training subject: 2807535079186 Adding measurement 3179c9b to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=2.360206753015518;dx=-2.1484364060305366E-7 New Minimum: 2.360206753015518 > 2.360206112265587 WOLFE (weak): th(2.154434690031884)=2.360206112265587; dx=-2.155621265286847E-7 evalInputDelta=6.407499313354492E-7 New Minimum: 2.360206112265587 > 2.3602053970098495 WOLFE (weak): th(4.308869380063768)=2.3602053970098495; dx=-2.1552454999993129E-7 evalInputDelta=1.3560056686401367E-6 New Minimum: 2.3602053970098495 > 2.360203042626381 WOLFE (weak): th(12.926608140191302)=2.360203042626381; dx=-2.1557065389684474E-7 evalInputDelta=3.7103891372680664E-6 New Minimum: 2.360203042626381 > 2.3601924777030945 WOLFE (weak): th(51.70643256076521)=2.3601924777030945; dx=-2.155281791940679E-7 evalInputDelta=1.4275312423706055E-5 New Minimum: 2.3601924777030945 > 2.360135331749916 WOLFE (weak): th(258.53216280382605)=2.360135331749916; dx=-2.1535883609409314E-7 evalInputDelta=7.142126560211182E-5 New Minimum: 2.360135331749916 > 2.3597793728113174 WOLFE (weak): th(1551.1929768229563)=2.3597793728113174; dx=-2.154962099650003E-7 evalInputDelta=4.2738020420074463E-4 New Minimum: 2.3597793728113174 > 2.3572166711091995 WOLFE (weak): th(10858.350837760694)=2.3572166711091995; dx=-2.1526173646414717E-7 evalInputDelta=0.0029900819063186646 New Minimum: 2.3572166711091995 > 2.3364306837320328 WOLFE (weak): th(86866.80670208555)=2.3364306837320328; dx=-2.131251206664886E-7 evalInputDelta=0.023776069283485413 New Minimum: 2.3364306837320328 > 2.155570760369301 WOLFE (weak): th(781801.26031877)=2.155570760369301; dx=-1.948024372788588E-7 evalInputDelta=0.20463599264621735 New Minimum: 2.155570760369301 > 1.1854348182678223 END: th(7818012.6031877)=1.1854348182678223; dx=-5.2594927889215905E-8 evalInputDelta=1.174771934747696 Fitness changed from 2.360206753015518 to 1.1854348182678223 Iteration 1 complete. Error: 1.1854348182678223 Total: 35.8201; Orientation: 0.0098; Line Search: 27.7412 Iteration 1 ![Iteration 1](etc/640561d1-bf04-403c-aea9-a4dbf27f3156.jpg) Adding measurement 6e148a3b to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=1.1854348182678223;dx=-1.0727615494746274E-7 New Minimum: 1.1854348182678223 > 0.6973803639411926 WOLF (strong): th(1.684339755941405E7)=0.6973803639411926; dx=2.625763733121133E-9 evalInputDelta=0.48805445432662964 New Minimum: 0.6973803639411926 > 0.6354872137308121 END: th(8421698.779707026)=0.6354872137308121; dx=-2.0457497518713294E-8 evalInputDelta=0.5499476045370102 Fitness changed from 1.1854348182678223 to 0.6354872137308121 Iteration 2 complete. Error: 0.6354872137308121 Total: 11.3320; Orientation: 0.0091; Line Search: 8.6572 Iteration 2 ![Iteration 2](etc/5420142b-9d7f-4211-bd26-b253440d9bce.jpg) Adding measurement 165d175f to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.6354872137308121;dx=-7.612874357371691E-8 New Minimum: 0.6354872137308121 > 0.3767528831958771 WOLF (strong): th(1.8144E7)=0.3767528831958771; dx=1.4325579618751315E-8 evalInputDelta=0.258734330534935 New Minimum: 0.3767528831958771 > 0.23415255546569824 END: th(9072000.0)=0.23415255546569824; dx=-8.173625731724773E-9 evalInputDelta=0.40133465826511383 Fitness changed from 0.6354872137308121 to 0.23415255546569824 Iteration 3 complete. Error: 0.23415255546569824 Total: 10.0608; Orientation: 0.0095; Line Search: 7.3699 Iteration 3 ![Iteration 3](etc/49c9c503-59d8-4d20-b172-f8bdecbbb699.jpg) Adding measurement 7790e8e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.851e+03, gradient 2.497e-04, dot -0.706; [8577441a-d757-48c5-8916-f93dc7301f23 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.23415255546569824, 0.6354872137308121, 1.1854348182678223, 2.360206753015518 LBFGS Accumulation History: 3 points Removed measurement 7790e8e to history. Total: 3 th(0)=0.23415255546569824;dx=-6.218920063824206E-8 New Minimum: 0.23415255546569824 > 0.11150562763214111 WOLF (strong): th(1.954503150796925E7)=0.11150562763214111; dx=1.203650084120753E-8 evalInputDelta=0.12264692783355713 New Minimum: 0.11150562763214111 > -0.07409422099590302 END: th(9772515.753984625)=-0.07409422099590302; dx=-2.523449429893068E-9 evalInputDelta=0.30824677646160126 Fitness changed from 0.23415255546569824 to -0.07409422099590302 Iteration 4 complete. Error: -0.07409422099590302 Total: 10.3598; Orientation: 0.2214; Line Search: 7.3833 Iteration 4 ![Iteration 4](etc/a146ed0f-3e42-43dc-b8fc-728f37da788e.jpg) Adding measurement 13649947 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.069e+04, gradient 2.281e-04, dot -0.667; [8577441a-d757-48c5-8916-f93dc7301f23 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.07409422099590302, 0.6354872137308121, 1.1854348182678223, 2.360206753015518 LBFGS Accumulation History: 3 points Removed measurement 13649947 to history. Total: 3 th(0)=-0.07409422099590302;dx=-5.1839443005677064E-8 New Minimum: -0.07409422099590302 > -0.07455608248710632 WOLF (strong): th(2.1054246949267566E7)=-0.07455608248710632; dx=2.468460969703151E-8 evalInputDelta=4.618614912033081E-4 New Minimum: -0.07455608248710632 > -0.34062765538692474 WOLF (strong): th(1.0527123474633783E7)=-0.34062765538692474; dx=3.2523513490487285E-9 evalInputDelta=0.26653343439102173 END: th(3509041.158211261)=-0.2544246017932892; dx=-3.221578468532615E-8 evalInputDelta=0.18033038079738617 Fitness changed from -0.07409422099590302 to -0.34062765538692474 Iteration 5 complete. Error: -0.34062765538692474 Total: 12.8327; Orientation: 0.2216; Line Search: 10.1324 Iteration 5 ![Iteration 5](etc/8c32519d-60b6-4e55-b26f-64f31552e815.jpg) Adding measurement 6a9da7c4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.261e+03, gradient 2.247e-04, dot -0.600; [8577441a-d757-48c5-8916-f93dc7301f23 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.34062765538692474, 0.6354872137308121, 1.1854348182678223, 2.360206753015518 LBFGS Accumulation History: 3 points Removed measurement 6a9da7c4 to history. Total: 3 th(0)=-0.34062765538692474;dx=-5.038855807073346E-8 New Minimum: -0.34062765538692474 > -0.5633867084980011 END: th(7560000.000000001)=-0.5633867084980011; dx=-5.177928829092697E-9 evalInputDelta=0.22275905311107635 Fitness changed from -0.34062765538692474 to -0.5633867084980011 Iteration 6 complete. Error: -0.5633867084980011 Total: 8.6385; Orientation: 0.2409; Line Search: 5.7840 Adding measurement 46b59642 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.099e+04, gradient 1.657e-04, dot -0.723; [8577441a-d757-48c5-8916-f93dc7301f23 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5633867084980011, 0.6354872137308121, 1.1854348182678223, 2.360206753015518 LBFGS Accumulation History: 3 points Removed measurement 46b59642 to history. Total: 3 th(0)=-0.5633867084980011;dx=-2.738108250109491E-8 New Minimum: -0.5633867084980011 > -0.7353664189577103 WOLF (strong): th(1.6287526256641043E7)=-0.7353664189577103; dx=2.839097218187028E-9 evalInputDelta=0.17197971045970917 END: th(8143763.128320522)=-0.7293676733970642; dx=-9.061099985495793E-9 evalInputDelta=0.1659809648990631 Fitness changed from -0.5633867084980011 to -0.7353664189577103 Iteration 7 complete. Error: -0.7353664189577103 Total: 10.1397; Orientation: 0.2224; Line Search: 7.5487 Adding measurement 36f3a91 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.010e+04, gradient 2.346e-04, dot -0.491; [8577441a-d757-48c5-8916-f93dc7301f23 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7353664189577103, 0.6354872137308121, 1.1854348182678223, 2.360206753015518 LBFGS Accumulation History: 3 points Removed measurement 36f3a91 to history. Total: 3 th(0)=-0.7353664189577103;dx=-5.489383606276476E-8 Armijo: th(1.754520579105631E7)=-0.610108032822609; dx=3.283450100544607E-8 evalInputDelta=-0.12525838613510132 New Minimum: -0.7353664189577103 > -0.9279019236564636 WOLF (strong): th(8772602.895528154)=-0.9279019236564636; dx=8.39921473613936E-9 evalInputDelta=0.19253550469875336 END: th(2924200.9651760515)=-0.8768442720174789; dx=-3.0323457127862075E-8 evalInputDelta=0.14147785305976868 Fitness changed from -0.7353664189577103 to -0.9279019236564636 Iteration 8 complete. Error: -0.9279019236564636 Total: 12.6878; Orientation: 0.2854; Line Search: 9.8946 Adding measurement 7e399e17 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.104e+04, gradient 1.732e-04, dot -0.584; [8577441a-d757-48c5-8916-f93dc7301f23 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.9279019236564636, 0.6354872137308121, 1.1854348182678223, 2.360206753015518 LBFGS Accumulation History: 3 points Removed measurement 7e399e17 to history. Total: 3 th(0)=-0.9279019236564636;dx=-2.992774601907266E-8 New Minimum: -0.9279019236564636 > -1.0698364228010178 END: th(6300000.000000002)=-1.0698364228010178; dx=-8.647534163164902E-9 evalInputDelta=0.14193449914455414 Fitness changed from -0.9279019236564636 to -1.0698364228010178 Iteration 9 complete. Error: -1.0698364228010178 Total: 7.5775; Orientation: 0.2179; Line Search: 4.9077 Adding measurement 3b83fc19 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.073e+04, gradient 1.202e-04, dot -0.747; [8577441a-d757-48c5-8916-f93dc7301f23 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.0698364228010178, 0.6354872137308121, 1.1854348182678223, 2.360206753015518 LBFGS Accumulation History: 3 points Removed measurement 3b83fc19 to history. Total: 3 th(0)=-1.0698364228010178;dx=-1.4367727605354819E-8 New Minimum: -1.0698364228010178 > -1.2089169174432755 END: th(1.3572938547200872E7)=-1.2089169174432755; dx=-6.3862142669122764E-9 evalInputDelta=0.1390804946422577 Fitness changed from -1.0698364228010178 to -1.2089169174432755 Iteration 10 complete. Error: -1.2089169174432755 Total: 10.1019; Orientation: 0.2792; Line Search: 5.0220 Iteration 10 ![Iteration 10](etc/57801d31-9731-46a5-892c-96f93412c0cb.jpg) Final threshold in iteration 11: -1.2089169174432755 (> -Infinity) after 129.608s (< 3600.000s)