Reset training subject: 10818114458416 Reset training subject: 10833082164523 Adding measurement 18e4cf3b to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.286032259464264;dx=-4.3528928777061394E-7 New Minimum: 8.286032259464264 > 8.286032132804394 WOLFE (weak): th(2.154434690031884)=8.286032132804394; dx=-4.350857348063257E-7 evalInputDelta=1.2665987014770508E-7 New Minimum: 8.286032132804394 > 8.286031194031239 WOLFE (weak): th(4.308869380063768)=8.286031194031239; dx=-4.3508546542985374E-7 evalInputDelta=1.0654330253601074E-6 New Minimum: 8.286031194031239 > 8.286025814712048 WOLFE (weak): th(12.926608140191302)=8.286025814712048; dx=-4.3508552132010446E-7 evalInputDelta=6.444752216339111E-6 New Minimum: 8.286025814712048 > 8.286004185676575 WOLFE (weak): th(51.70643256076521)=8.286004185676575; dx=-4.3507760611882787E-7 evalInputDelta=2.8073787689208984E-5 New Minimum: 8.286004185676575 > 8.28589342534542 WOLFE (weak): th(258.53216280382605)=8.28589342534542; dx=-4.35057915878521E-7 evalInputDelta=1.388341188430786E-4 New Minimum: 8.28589342534542 > 8.285198867321014 WOLFE (weak): th(1551.1929768229563)=8.285198867321014; dx=-4.3502463993322896E-7 evalInputDelta=8.333921432495117E-4 New Minimum: 8.285198867321014 > 8.280200444161892 WOLFE (weak): th(10858.350837760694)=8.280200444161892; dx=-4.344146389500788E-7 evalInputDelta=0.005831815302371979 New Minimum: 8.280200444161892 > 8.239571787416935 WOLFE (weak): th(86866.80670208555)=8.239571787416935; dx=-4.303803577723537E-7 evalInputDelta=0.04646047204732895 New Minimum: 8.239571787416935 > 7.886813051998615 END: th(781801.26031877)=7.886813051998615; dx=-3.8299815653587477E-7 evalInputDelta=0.39921920746564865 Fitness changed from 8.286032259464264 to 7.886813051998615 Iteration 1 complete. Error: 7.886813051998615 Total: 186.8266; Orientation: 0.0684; Line Search: 142.1197 Iteration 1 ![Iteration 1](etc/414341d8-2a66-4a82-9d3e-aad21b704423.jpg) Adding measurement 4c350230 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.886813051998615;dx=-3.6767891471195443E-7 New Minimum: 7.886813051998615 > 7.205256700515747 END: th(1684339.7559414052)=7.205256700515747; dx=-2.863196870678581E-7 evalInputDelta=0.6815563514828682 Fitness changed from 7.886813051998615 to 7.205256700515747 Iteration 2 complete. Error: 7.205256700515747 Total: 45.2372; Orientation: 0.0703; Line Search: 30.1567 Iteration 2 ![Iteration 2](etc/f6e0eef6-8a0c-4f3c-aa26-8f82f6250d1b.jpg) Adding measurement 2fe3b013 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.205256700515747;dx=-2.7952415499050517E-7 New Minimum: 7.205256700515747 > 6.181921273469925 END: th(3628800.0)=6.181921273469925; dx=-1.9349160137151453E-7 evalInputDelta=1.0233354270458221 Fitness changed from 7.205256700515747 to 6.181921273469925 Iteration 3 complete. Error: 6.181921273469925 Total: 45.0902; Orientation: 0.0696; Line Search: 30.6204 Iteration 3 ![Iteration 3](etc/0228da03-f9bb-43a7-a1fc-180e308193b1.jpg) Adding measurement 4a434ad4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.036e+04, gradient 4.476e-04, dot -0.848; [8ef0c455-ae07-470d-ba7b-194f64bc715c = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.181921273469925, 7.205256700515747, 7.886813051998615, 8.286032259464264 LBFGS Accumulation History: 3 points Removed measurement 4a434ad4 to history. Total: 3 th(0)=6.181921273469925;dx=-2.0032237585726304E-7 New Minimum: 6.181921273469925 > 4.841855078935623 END: th(7818012.6031877)=4.841855078935623; dx=-1.065822199676002E-7 evalInputDelta=1.3400661945343018 Fitness changed from 6.181921273469925 to 4.841855078935623 Iteration 4 complete. Error: 4.841855078935623 Total: 44.8157; Orientation: 1.6073; Line Search: 28.9080 Iteration 4 ![Iteration 4](etc/680f4b1e-284a-49f6-a475-1b6e48b95757.jpg) Adding measurement 2d464057 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.155e+03, gradient 3.583e-04, dot -0.705; [8ef0c455-ae07-470d-ba7b-194f64bc715c = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.841855078935623, 7.205256700515747, 7.886813051998615, 8.286032259464264 LBFGS Accumulation History: 3 points Removed measurement 2d464057 to history. Total: 3 th(0)=4.841855078935623;dx=-1.283943370496897E-7 New Minimum: 4.841855078935623 > 3.351933404803276 END: th(1.684339755941405E7)=3.351933404803276; dx=-4.5288662562148365E-8 evalInputDelta=1.489921674132347 Fitness changed from 4.841855078935623 to 3.351933404803276 Iteration 5 complete. Error: 3.351933404803276 Total: 47.0570; Orientation: 1.5766; Line Search: 30.8059 Iteration 5 ![Iteration 5](etc/17683297-9ab5-4308-ab29-0baf09312df0.jpg) Adding measurement 1aeb2890 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.743e+03, gradient 2.945e-04, dot -0.513; [8ef0c455-ae07-470d-ba7b-194f64bc715c = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.351933404803276, 7.205256700515747, 7.886813051998615, 8.286032259464264 LBFGS Accumulation History: 3 points Removed measurement 1aeb2890 to history. Total: 3 th(0)=3.351933404803276;dx=-8.674438247077994E-8 New Minimum: 3.351933404803276 > 2.250508815050125 WOLF (strong): th(3.6288E7)=2.250508815050125; dx=3.479073904086894E-9 evalInputDelta=1.101424589753151 END: th(1.8144E7)=2.3502043038606644; dx=-2.566900494034202E-8 evalInputDelta=1.0017291009426117 Fitness changed from 3.351933404803276 to 2.250508815050125 Iteration 6 complete. Error: 2.250508815050125 Total: 62.2103; Orientation: 1.6224; Line Search: 45.1055 Adding measurement 4f619fcd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.791e+03, gradient 3.406e-04, dot -0.251; [8ef0c455-ae07-470d-ba7b-194f64bc715c = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.250508815050125, 7.205256700515747, 7.886813051998615, 8.286032259464264 LBFGS Accumulation History: 3 points Removed measurement 4f619fcd to history. Total: 3 th(0)=2.250508815050125;dx=-1.1600740853351924E-7 New Minimum: 2.250508815050125 > 2.249492071568966 WOLF (strong): th(3.90900630159385E7)=2.249492071568966; dx=4.594203550070456E-8 evalInputDelta=0.0010167434811592102 New Minimum: 2.249492071568966 > 1.4983977228403091 WOLF (strong): th(1.954503150796925E7)=1.4983977228403091; dx=2.562212230910164E-9 evalInputDelta=0.752111092209816 END: th(6515010.502656416)=1.7344940826296806; dx=-3.796352954910253E-8 evalInputDelta=0.5160147324204445 Fitness changed from 2.250508815050125 to 1.4983977228403091 Iteration 7 complete. Error: 1.4983977228403091 Total: 72.3026; Orientation: 1.5739; Line Search: 56.7093 Adding measurement 157d25e7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.945e+03, gradient 2.209e-04, dot -0.297; [8ef0c455-ae07-470d-ba7b-194f64bc715c = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4983977228403091, 7.205256700515747, 7.886813051998615, 8.286032259464264 LBFGS Accumulation History: 3 points Removed measurement 157d25e7 to history. Total: 3 th(0)=1.4983977228403091;dx=-4.87929347137432E-8 New Minimum: 1.4983977228403091 > 1.0618783086538315 END: th(1.4036164632845044E7)=1.0618783086538315; dx=-1.629503216205794E-8 evalInputDelta=0.43651941418647766 Fitness changed from 1.4983977228403091 to 1.0618783086538315 Iteration 8 complete. Error: 1.0618783086538315 Total: 46.6860; Orientation: 1.5930; Line Search: 29.9508 Adding measurement 5ba75f16 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.140e+03, gradient 1.803e-04, dot -0.380; [8ef0c455-ae07-470d-ba7b-194f64bc715c = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0618783086538315, 7.205256700515747, 7.886813051998615, 8.286032259464264 LBFGS Accumulation History: 3 points Removed measurement 5ba75f16 to history. Total: 3 th(0)=1.0618783086538315;dx=-3.250574119789034E-8 Armijo: th(3.0240000000000004E7)=1.0757614523172379; dx=1.4100742890728568E-8 evalInputDelta=-0.013883143663406372 New Minimum: 1.0618783086538315 > 0.8522626459598541 WOLF (strong): th(1.5120000000000002E7)=0.8522626459598541; dx=8.250138844819265E-10 evalInputDelta=0.20961566269397736 END: th(5040000.000000001)=0.9153269529342651; dx=-1.9780224384987937E-8 evalInputDelta=0.14655135571956635 Fitness changed from 1.0618783086538315 to 0.8522626459598541 Iteration 9 complete. Error: 0.8522626459598541 Total: 74.3589; Orientation: 1.6224; Line Search: 58.1709 Adding measurement ee32b7e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.225e+03, gradient 2.337e-04, dot -0.268; [8ef0c455-ae07-470d-ba7b-194f64bc715c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8522626459598541, 7.205256700515747, 7.886813051998615, 8.286032259464264 LBFGS Accumulation History: 3 points Removed measurement ee32b7e to history. Total: 3 th(0)=0.8522626459598541;dx=-5.461197648101785E-8 New Minimum: 0.8522626459598541 > 0.6747731268405914 END: th(1.0858350837760696E7)=0.6747731268405914; dx=-2.9937488706149356E-9 evalInputDelta=0.1774895191192627 Fitness changed from 0.8522626459598541 to 0.6747731268405914 Iteration 10 complete. Error: 0.6747731268405914 Total: 44.3329; Orientation: 1.7865; Line Search: 28.3297 Iteration 10 ![Iteration 10](etc/0ec5b55c-c3f2-499b-a3e9-76c0876c9816.jpg) Final threshold in iteration 11: 0.6747731268405914 (> -Infinity) after 669.213s (< 3600.000s)