Reset training subject: 713935330161 Reset training subject: 717927502743 Adding measurement 753a5ddd to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.356363773345947;dx=-1.0352250226792713E-6 New Minimum: 7.356363773345947 > 7.356359779834747 WOLFE (weak): th(2.154434690031884)=7.356359779834747; dx=-1.0309816244470418E-6 evalInputDelta=3.993511199951172E-6 New Minimum: 7.356359779834747 > 7.356357350945473 WOLFE (weak): th(4.308869380063768)=7.356357350945473; dx=-1.0287183263033854E-6 evalInputDelta=6.42240047454834E-6 New Minimum: 7.356357350945473 > 7.356345221400261 WOLFE (weak): th(12.926608140191302)=7.356345221400261; dx=-1.029563726258341E-6 evalInputDelta=1.8551945686340332E-5 New Minimum: 7.356345221400261 > 7.356290221214294 WOLFE (weak): th(51.70643256076521)=7.356290221214294; dx=-1.030000700439127E-6 evalInputDelta=7.355213165283203E-5 New Minimum: 7.356290221214294 > 7.355997771024704 WOLFE (weak): th(258.53216280382605)=7.355997771024704; dx=-1.0306357226058104E-6 evalInputDelta=3.6600232124328613E-4 New Minimum: 7.355997771024704 > 7.354172855615616 WOLFE (weak): th(1551.1929768229563)=7.354172855615616; dx=-1.0258344433074786E-6 evalInputDelta=0.002190917730331421 New Minimum: 7.354172855615616 > 7.341037556529045 WOLFE (weak): th(10858.350837760694)=7.341037556529045; dx=-1.0333300405995183E-6 evalInputDelta=0.01532621681690216 New Minimum: 7.341037556529045 > 7.233737424015999 WOLFE (weak): th(86866.80670208555)=7.233737424015999; dx=-1.0029515082105735E-6 evalInputDelta=0.12262634932994843 New Minimum: 7.233737424015999 > 6.416280835866928 END: th(781801.26031877)=6.416280835866928; dx=-5.97110563236328E-7 evalInputDelta=0.9400829374790192 Fitness changed from 7.356363773345947 to 6.416280835866928 Iteration 1 complete. Error: 6.416280835866928 Total: 50.8240; Orientation: 0.0092; Line Search: 39.3122 Iteration 1 ![Iteration 1](etc/d569bcbb-c6c0-46e5-9c7e-a1529c8dcc38.jpg) Adding measurement d8a0ece to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=6.416280835866928;dx=-8.855849651055552E-7 New Minimum: 6.416280835866928 > 5.10111990571022 END: th(1684339.7559414052)=5.10111990571022; dx=-3.2982848618838293E-7 evalInputDelta=1.3151609301567078 Fitness changed from 6.416280835866928 to 5.10111990571022 Iteration 2 complete. Error: 5.10111990571022 Total: 11.3126; Orientation: 0.0085; Line Search: 7.3363 Iteration 2 ![Iteration 2](etc/13330232-6d55-416e-bcd0-204badd2fcc6.jpg) Adding measurement 7bf6cf3b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=5.10111990571022;dx=-5.622571371276878E-7 New Minimum: 5.10111990571022 > 3.4234181940555573 END: th(3628800.0)=3.4234181940555573; dx=-1.5417725939488706E-7 evalInputDelta=1.677701711654663 Fitness changed from 5.10111990571022 to 3.4234181940555573 Iteration 3 complete. Error: 3.4234181940555573 Total: 11.6117; Orientation: 0.0086; Line Search: 7.3819 Iteration 3 ![Iteration 3](etc/6bb399dd-91cd-4e8f-90e7-581ce4eff23d.jpg) Adding measurement 14f0635b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.963e+03, gradient 6.014e-04, dot -0.428; [751d5b8e-92da-4fdc-83fc-e617e176a8be = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.4234181940555573, 5.10111990571022, 6.416280835866928, 7.356363773345947 LBFGS Accumulation History: 3 points Removed measurement 14f0635b to history. Total: 3 th(0)=3.4234181940555573;dx=-3.584585206083011E-7 New Minimum: 3.4234181940555573 > 1.4676217436790466 END: th(7818012.6031877)=1.4676217436790466; dx=-6.364477980589767E-8 evalInputDelta=1.9557964503765106 Fitness changed from 3.4234181940555573 to 1.4676217436790466 Iteration 4 complete. Error: 1.4676217436790466 Total: 13.1512; Orientation: 0.2393; Line Search: 7.9268 Iteration 4 ![Iteration 4](etc/e3ed5a1d-5cc8-4642-ae6c-5521305682f0.jpg) Adding measurement 6ad71d44 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.321e+03, gradient 5.384e-04, dot -0.310; [751d5b8e-92da-4fdc-83fc-e617e176a8be = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4676217436790466, 5.10111990571022, 6.416280835866928, 7.356363773345947 LBFGS Accumulation History: 3 points Removed measurement 6ad71d44 to history. Total: 3 th(0)=1.4676217436790466;dx=-2.8781635622446517E-7 New Minimum: 1.4676217436790466 > 0.8755825310945511 END: th(1.684339755941405E7)=0.8755825310945511; dx=-5.863937143379389E-10 evalInputDelta=0.5920392125844955 Fitness changed from 1.4676217436790466 to 0.8755825310945511 Iteration 5 complete. Error: 0.8755825310945511 Total: 12.6975; Orientation: 0.2019; Line Search: 8.4677 Iteration 5 ![Iteration 5](etc/cfb720ef-640c-40a4-915b-e29a61d0f012.jpg) Adding measurement 23f589d1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.801e+03, gradient 4.610e-04, dot -0.197; [751d5b8e-92da-4fdc-83fc-e617e176a8be = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8755825310945511, 5.10111990571022, 6.416280835866928, 7.356363773345947 LBFGS Accumulation History: 3 points Removed measurement 23f589d1 to history. Total: 3 th(0)=0.8755825310945511;dx=-2.1114060066057193E-7 Armijo: th(3.6288E7)=4.034807443618774; dx=3.640471432289261E-8 evalInputDelta=-3.1592249125242233 New Minimum: 0.8755825310945511 > 0.46863479912281036 WOLF (strong): th(1.8144E7)=0.46863479912281036; dx=2.1148510127610012E-9 evalInputDelta=0.4069477319717407 New Minimum: 0.46863479912281036 > -0.1832999587059021 END: th(6048000.0)=-0.1832999587059021; dx=-5.145285338263827E-8 evalInputDelta=1.0588824898004532 Fitness changed from 0.8755825310945511 to -0.1832999587059021 Iteration 6 complete. Error: -0.1832999587059021 Total: 21.6023; Orientation: 0.2075; Line Search: 16.9334 Adding measurement 75877a2c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.415e+03, gradient 3.187e-04, dot -0.208; [751d5b8e-92da-4fdc-83fc-e617e176a8be = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.1832999587059021, 5.10111990571022, 6.416280835866928, 7.356363773345947 LBFGS Accumulation History: 3 points Removed measurement 75877a2c to history. Total: 3 th(0)=-0.1832999587059021;dx=-1.0014238278595668E-7 New Minimum: -0.1832999587059021 > -0.7096985131502151 END: th(1.3030021005312834E7)=-0.7096985131502151; dx=-1.879480548146386E-8 evalInputDelta=0.526398554444313 Fitness changed from -0.1832999587059021 to -0.7096985131502151 Iteration 7 complete. Error: -0.7096985131502151 Total: 11.8902; Orientation: 0.2515; Line Search: 7.8990 Adding measurement 6c308c62 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.849e+03, gradient 3.556e-04, dot -0.183; [751d5b8e-92da-4fdc-83fc-e617e176a8be = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7096985131502151, 5.10111990571022, 6.416280835866928, 7.356363773345947 LBFGS Accumulation History: 3 points Removed measurement 6c308c62 to history. Total: 3 th(0)=-0.7096985131502151;dx=-1.2505995683168999E-7 Armijo: th(2.8072329265690092E7)=0.7596823424100876; dx=1.1949297930583389E-8 evalInputDelta=-1.4693808555603027 New Minimum: -0.7096985131502151 > -0.7785337567329407 END: th(1.4036164632845046E7)=-0.7785337567329407; dx=-6.402433102067504E-9 evalInputDelta=0.06883524358272552 Fitness changed from -0.7096985131502151 to -0.7785337567329407 Iteration 8 complete. Error: -0.7785337567329407 Total: 16.3048; Orientation: 0.3242; Line Search: 12.1013 Adding measurement 57f7f9e4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.242e+03, gradient 3.381e-04, dot -0.170; [751d5b8e-92da-4fdc-83fc-e617e176a8be = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7785337567329407, 5.10111990571022, 6.416280835866928, 7.356363773345947 LBFGS Accumulation History: 3 points Removed measurement 57f7f9e4 to history. Total: 3 th(0)=-0.7785337567329407;dx=-1.1360869434988469E-7 Armijo: th(3.0240000000000007E7)=0.6164676398038864; dx=1.9037235157981673E-8 evalInputDelta=-1.395001396536827 New Minimum: -0.7785337567329407 > -0.9423912018537521 END: th(1.5120000000000004E7)=-0.9423912018537521; dx=-4.793917622230166E-9 evalInputDelta=0.16385744512081146 Fitness changed from -0.7785337567329407 to -0.9423912018537521 Iteration 9 complete. Error: -0.9423912018537521 Total: 16.1505; Orientation: 0.2015; Line Search: 11.5110 Adding measurement 4efad302 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.214e+02, gradient 2.806e-04, dot -0.203; [751d5b8e-92da-4fdc-83fc-e617e176a8be = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.9423912018537521, 5.10111990571022, 6.416280835866928, 7.356363773345947 LBFGS Accumulation History: 3 points Removed measurement 4efad302 to history. Total: 3 th(0)=-0.9423912018537521;dx=-7.762998209631498E-8 Armijo: th(3.257505251328209E7)=0.5497818142175674; dx=1.6448738816567687E-8 evalInputDelta=-1.4921730160713196 New Minimum: -0.9423912018537521 > -1.1430578604340553 END: th(1.6287526256641045E7)=-1.1430578604340553; dx=-6.078762562220318E-9 evalInputDelta=0.2006666585803032 Fitness changed from -0.9423912018537521 to -1.1430578604340553 Iteration 10 complete. Error: -1.1430578604340553 Total: 16.3533; Orientation: 0.2095; Line Search: 12.4947 Iteration 10 ![Iteration 10](etc/2399eab1-0bab-4253-88dc-d9ae9fa5b1c4.jpg) Final threshold in iteration 11: -1.1430578604340553 (> -Infinity) after 181.962s (< 1800.000s)