Reset training subject: 6138365586492 Reset training subject: 6153683019906 Adding measurement 1e8e38ff to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.790267691016197;dx=-3.6208899146141646E-7 New Minimum: 8.790267691016197 > 8.790267415344715 WOLFE (weak): th(2.154434690031884)=8.790267415344715; dx=-3.6191640048522014E-7 evalInputDelta=2.7567148208618164E-7 New Minimum: 8.790267415344715 > 8.790266662836075 WOLFE (weak): th(4.308869380063768)=8.790266662836075; dx=-3.61913191629125E-7 evalInputDelta=1.0281801223754883E-6 New Minimum: 8.790266662836075 > 8.79026260972023 WOLFE (weak): th(12.926608140191302)=8.79026260972023; dx=-3.619158411509098E-7 evalInputDelta=5.081295967102051E-6 New Minimum: 8.79026260972023 > 8.790244907140732 WOLFE (weak): th(51.70643256076521)=8.790244907140732; dx=-3.619284774467011E-7 evalInputDelta=2.2783875465393066E-5 New Minimum: 8.790244907140732 > 8.790154807269573 WOLFE (weak): th(258.53216280382605)=8.790154807269573; dx=-3.6199804109660985E-7 evalInputDelta=1.1288374662399292E-4 New Minimum: 8.790154807269573 > 8.78958922624588 WOLFE (weak): th(1551.1929768229563)=8.78958922624588; dx=-3.620045533585125E-7 evalInputDelta=6.784647703170776E-4 New Minimum: 8.78958922624588 > 8.785520419478416 WOLFE (weak): th(10858.350837760694)=8.785520419478416; dx=-3.619533356615295E-7 evalInputDelta=0.004747271537780762 New Minimum: 8.785520419478416 > 8.752350270748138 WOLFE (weak): th(86866.80670208555)=8.752350270748138; dx=-3.5979755379753154E-7 evalInputDelta=0.03791742026805878 New Minimum: 8.752350270748138 > 8.458454720675945 WOLFE (weak): th(781801.26031877)=8.458454720675945; dx=-3.355890103856744E-7 evalInputDelta=0.3318129703402519 New Minimum: 8.458454720675945 > 6.62355449795723 END: th(7818012.6031877)=6.62355449795723; dx=-1.35621225850764E-7 evalInputDelta=2.1667131930589676 Fitness changed from 8.790267691016197 to 6.62355449795723 Iteration 1 complete. Error: 6.62355449795723 Total: 201.7743; Orientation: 0.0656; Line Search: 159.0642 Iteration 1 ![Iteration 1](etc/31b0f7ed-5beb-4e81-8e5e-50be36b79c07.jpg) Adding measurement 4ebb8c6a to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=6.62355449795723;dx=-1.934017579390211E-7 New Minimum: 6.62355449795723 > 4.650552868843079 END: th(1.684339755941405E7)=4.650552868843079; dx=-3.8021288020364015E-8 evalInputDelta=1.973001629114151 Fitness changed from 6.62355449795723 to 4.650552868843079 Iteration 2 complete. Error: 4.650552868843079 Total: 42.1799; Orientation: 0.0654; Line Search: 27.6410 Iteration 2 ![Iteration 2](etc/3f1bd39a-7844-4c59-b434-58e9b1ef2af3.jpg) Adding measurement 758dced7 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.650552868843079;dx=-1.491985794488601E-7 New Minimum: 4.650552868843079 > 3.7143570110201836 WOLF (strong): th(3.6288E7)=3.7143570110201836; dx=2.5600676776022626E-8 evalInputDelta=0.936195857822895 New Minimum: 3.7143570110201836 > 3.4397472143173218 END: th(1.8144E7)=3.4397472143173218; dx=-1.7248595820887897E-8 evalInputDelta=1.2108056545257568 Fitness changed from 4.650552868843079 to 3.4397472143173218 Iteration 3 complete. Error: 3.4397472143173218 Total: 56.8589; Orientation: 0.0660; Line Search: 42.4233 Iteration 3 ![Iteration 3](etc/33ab393e-f8f1-4625-9750-8ba9b6b6d9f5.jpg) Adding measurement 390228e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.106e+04, gradient 2.947e-04, dot -0.563; [a014a03c-b7a1-4b22-94d7-5a8e69c51797 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.4397472143173218, 4.650552868843079, 6.62355449795723, 8.790267691016197 LBFGS Accumulation History: 3 points Removed measurement 390228e to history. Total: 3 th(0)=3.4397472143173218;dx=-8.68367626530113E-8 New Minimum: 3.4397472143173218 > 2.726425886154175 WOLF (strong): th(3.90900630159385E7)=2.726425886154175; dx=2.437790096923965E-8 evalInputDelta=0.713321328163147 New Minimum: 2.726425886154175 > 2.5139568150043488 END: th(1.954503150796925E7)=2.5139568150043488; dx=-1.9847107810289886E-8 evalInputDelta=0.925790399312973 Fitness changed from 3.4397472143173218 to 2.5139568150043488 Iteration 4 complete. Error: 2.5139568150043488 Total: 58.7549; Orientation: 1.5640; Line Search: 40.9673 Iteration 4 ![Iteration 4](etc/32df94a7-67c5-4a28-95bc-b014d980be5a.jpg) Adding measurement 496a1c72 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.189e+04, gradient 2.303e-04, dot -0.572; [a014a03c-b7a1-4b22-94d7-5a8e69c51797 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.5139568150043488, 4.650552868843079, 6.62355449795723, 8.790267691016197 LBFGS Accumulation History: 3 points Removed measurement 496a1c72 to history. Total: 3 th(0)=2.5139568150043488;dx=-5.304100252532001E-8 New Minimum: 2.5139568150043488 > 2.0504939779639244 WOLF (strong): th(4.210849389853513E7)=2.0504939779639244; dx=9.942684276801391E-9 evalInputDelta=0.46346283704042435 New Minimum: 2.0504939779639244 > 1.9132495373487473 END: th(2.1054246949267566E7)=1.9132495373487473; dx=-8.352575956205124E-9 evalInputDelta=0.6007072776556015 Fitness changed from 2.5139568150043488 to 1.9132495373487473 Iteration 5 complete. Error: 1.9132495373487473 Total: 59.6618; Orientation: 1.5531; Line Search: 43.6401 Iteration 5 ![Iteration 5](etc/ca459c45-68c4-4f65-ba49-79146e737ead.jpg) Adding measurement 382a7d3b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.086e+04, gradient 2.376e-04, dot -0.488; [a014a03c-b7a1-4b22-94d7-5a8e69c51797 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.9132495373487473, 4.650552868843079, 6.62355449795723, 8.790267691016197 LBFGS Accumulation History: 3 points Removed measurement 382a7d3b to history. Total: 3 th(0)=1.9132495373487473;dx=-5.644018546862634E-8 Armijo: th(4.536000000000001E7)=2.0464836433529854; dx=2.798812010597638E-8 evalInputDelta=-0.13323410600423813 New Minimum: 1.9132495373487473 > 1.5285015404224396 END: th(2.2680000000000004E7)=1.5285015404224396; dx=-2.927864996567818E-9 evalInputDelta=0.3847479969263077 Fitness changed from 1.9132495373487473 to 1.5285015404224396 Iteration 6 complete. Error: 1.5285015404224396 Total: 58.4274; Orientation: 1.6063; Line Search: 42.9301 Adding measurement 2d9f2099 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.009e+04, gradient 2.026e-04, dot -0.474; [a014a03c-b7a1-4b22-94d7-5a8e69c51797 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5285015404224396, 4.650552868843079, 6.62355449795723, 8.790267691016197 LBFGS Accumulation History: 3 points Removed measurement 2d9f2099 to history. Total: 3 th(0)=1.5285015404224396;dx=-4.104467789040364E-8 Armijo: th(4.8862578769923136E7)=1.766282968223095; dx=2.1753578982681914E-8 evalInputDelta=-0.23778142780065536 New Minimum: 1.5285015404224396 > 1.2256999015808105 WOLF (strong): th(2.4431289384961568E7)=1.2256999015808105; dx=5.57995783658752E-9 evalInputDelta=0.30280163884162903 END: th(8143763.128320523)=1.2643730640411377; dx=-1.8761923647589026E-8 evalInputDelta=0.2641284763813019 Fitness changed from 1.5285015404224396 to 1.2256999015808105 Iteration 7 complete. Error: 1.2256999015808105 Total: 73.6953; Orientation: 1.5607; Line Search: 57.1939 Adding measurement 1188633a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.384e+03, gradient 2.536e-04, dot -0.391; [a014a03c-b7a1-4b22-94d7-5a8e69c51797 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2256999015808105, 4.650552868843079, 6.62355449795723, 8.790267691016197 LBFGS Accumulation History: 3 points Removed measurement 1188633a to history. Total: 3 th(0)=1.2256999015808105;dx=-6.429584910593385E-8 New Minimum: 1.2256999015808105 > 0.9438164457678795 END: th(1.754520579105631E7)=0.9438164457678795; dx=-6.141270008284873E-9 evalInputDelta=0.28188345581293106 Fitness changed from 1.2256999015808105 to 0.9438164457678795 Iteration 8 complete. Error: 0.9438164457678795 Total: 45.3966; Orientation: 1.5433; Line Search: 29.5657 Adding measurement 48fc74be to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.446e+03, gradient 1.711e-04, dot -0.450; [a014a03c-b7a1-4b22-94d7-5a8e69c51797 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9438164457678795, 4.650552868843079, 6.62355449795723, 8.790267691016197 LBFGS Accumulation History: 3 points Removed measurement 48fc74be to history. Total: 3 th(0)=0.9438164457678795;dx=-2.9269257081086796E-8 Armijo: th(3.7800000000000015E7)=1.4359637945890427; dx=2.8263568268027223E-8 evalInputDelta=-0.4921473488211632 New Minimum: 0.9438164457678795 > 0.8652110248804092 WOLF (strong): th(1.8900000000000007E7)=0.8652110248804092; dx=1.3505057220251166E-8 evalInputDelta=0.07860542088747025 New Minimum: 0.8652110248804092 > 0.7950904369354248 END: th(6300000.000000003)=0.7950904369354248; dx=-1.19570913876755E-8 evalInputDelta=0.14872600883245468 Fitness changed from 0.9438164457678795 to 0.7950904369354248 Iteration 9 complete. Error: 0.7950904369354248 Total: 72.1292; Orientation: 1.5509; Line Search: 56.4276 Adding measurement 288a685f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.631e+03, gradient 1.257e-04, dot -0.516; [a014a03c-b7a1-4b22-94d7-5a8e69c51797 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7950904369354248, 4.650552868843079, 6.62355449795723, 8.790267691016197 LBFGS Accumulation History: 3 points Removed measurement 288a685f to history. Total: 3 th(0)=0.7950904369354248;dx=-1.5801210303753054E-8 New Minimum: 0.7950904369354248 > 0.6617241576313972 END: th(1.3572938547200873E7)=0.6617241576313972; dx=-8.329575180994539E-9 evalInputDelta=0.13336627930402756 Fitness changed from 0.7950904369354248 to 0.6617241576313972 Iteration 10 complete. Error: 0.6617241576313972 Total: 44.3007; Orientation: 1.5455; Line Search: 27.8206 Iteration 10 ![Iteration 10](etc/8dda5349-34cf-454f-9aff-6355189d1a09.jpg) Final threshold in iteration 11: 0.6617241576313972 (> -Infinity) after 713.472s (< 3600.000s)